ONLINE STUDY Self-Development

Student’s Life in France

Study in France is one among the opportunities that can’t be compensated where you’ll get all the ingredients for creativity and you’ll undergo the various experiences accompanying the study programs and obtain to understand the culture and nature of the people there. it’s fun and a singular experience that increases your experience in life. Students studying in France have the chance to find out about French culture in their daily lives while studying, as they’re exposed to a high and fashionable environment of a gorgeous interactive environment that compile students from everywhere the planet .

This great diversity of scholars and their different cultures causes you to experience a singular experience with an excessive amount of fun and adventure, so there’s no daily opportunity to satisfy these different groups of scholars , so perhaps it’s time to review and learn something and grow intellectually and culturally as individuals while we enjoy the method . Universities organize variety of activities that are a part of the tutorial process. They hold conferences, seminars, parties and a few sports as a part of student life.

These activities differ consistent with the university you attend, but you’ll certainly get a schedule filled with various interactive and enjoyable activities no matter the university. Universities want to make sure the perfect education for his or her students, but by adding some fun and delightful times while studying, life can’t be very strict all the time. Students certainly enjoy their time while studying in France as there’s no boring day in the least , if you were at university for instance during a daily school day or reception preparing to travel bent explore a number of the wonders of the country you’ll definitely have a crowded list of things to try to to . There are an outsized number of museums that provide almost everything from history, modern art to science and every one this at very minimal costs and are some extent for college kids there.

There are quite 2000 cinemas spread across the country, there are theatrical performances that include parties, some shows, and lots of clubs and social parties. Universities guarantee students access to variety of recent sports facilities, and sometimes it requires some simple fees, so universities encourage their students to attend and participate in various seasons and sporting events. These events include a good range of various sports from which you’ll choose what suits you best, like football, cricket, baseball, basketball and lots of other sports.

Most universities provide free internet lines to make sure that their students communicate with the surface world in the least times, but if you select beforehand to measure outside the university housing you’ve got to supply it yourself. But in most cases, you’ll always find a connection during a number of public places like libraries and cafes. The list of things that enter the student’s life dictionary in France that you simply can do varies and varies counting on where you reside and which university you attend .

But make certain that there are enough things for all individuals and this is often what we talked about within the article is merely the start of the fun and what’s only narrated, so expect to get for yourself tons about public life in France after you progress to review there. Public life in France – student life in France – office Students have a good range of schedules regarding course attendance times, which are flexible and appropriate to what they need , that is, you’ll choose once you attend the precise course within a group of options, and this facilitates the matter for those that consider obtaining another job in conjunction with the study without affecting its educational program , also finds Flexibility Anyone wishing to participate within the various social activities held by the university.

You must empty a while in your daily schedule and take a chance to review what you observed at the university and this is often a really important thing as you study within the best universities within the world and maintaining these universities at the advanced levels may be a big challenge for them and this needs you to supply your best as long as you’re its students so It takes a while to memorize and review daily, as this is often the sole thanks to continue with these universities. There are some ways to form studying fun and this causes you to do what you would like and keep you faraway from routine work.

It is always preferable to figure with a colleague so as to stay your enthusiasm and stand back from boredom where you’ll study and study together, test one another and share ideas on the topic of study, so two minds are always better than one mind. Once you begin studying, you’ll end up amid variety of tests and exams that aren’t intended to scare or incapacitate you, but rather to make sure that you simply are educated and have an honest understanding of the knowledge which you’re able to move to subsequent stage or your willingness to figure in your profession so always be ready. it’s important to understand that when you begin studying, you’ll have a minimum of a weekly test in each subject and quite that sometimes.

It is vital that you simply enjoy the maximum amount French culture as possible while you’re there, it’s definitely a really wonderful thing and there’s tons to check and it might be unfortunate if you probably did not take an opportunity to enjoy it. Although it’s vital to require care of your study programs and prioritize them, but this doesn’t mean that you simply close yourself completely, but attempt to have a while for fun and exploration. It certainly is ultimately up to you to make a decision how you would like to measure your day and what was mentioned here was just a generalized check out what you would possibly find there.

ONLINE STUDY Self-Development

Obtaining academic degrees from studying online between falsehood and credibility!

Every year more than a million students with secondary certificates and higher education students enroll in various scientific courses.

Students, professional staff, full-time workers, dependents, or others usually resort to enrolling in various courses via the Internet for several reasons, some of which may be related to time constraints and the inability to enroll in specialized schools and universities to study the branch, while others are looking to join a course in an Arab or foreign country that they could not to get it. This is because online courses have the flexibility to choose the appropriate time and place for the learner; Really, for our generations, we can learn and get the most out of one click from our home without incurring any hardship.

Be careful! Bump industrial

Do you have the pleasure of obtaining academic degrees online? In fact, this topic is pleasing and pleasant, so who among us does not want to learn and gain experience while sitting in his place?! ..

But, have you thought about (Are the certificates we receive from institutions and universities highly credible? Are these certificates approved by employers? Or is it tampering with not being certified?)

Really, it is very important, and it takes a lot of research and knowledge to know what these courses and institutions are funding and the degree of accreditation of these degrees and certificates.

See employers in hiring people

The employer’s mission is to make smart decisions about the employee working to improve the company’s success; They simply want to see dedication and ingenuity in the job. Therefore, you must demonstrate that your decision to enroll in an online degree program was not to avoid hard work, but rather was a responsible decision that allows you to take care of your obligations without sacrificing your dreams.

Employers are divided into three types:

Perhaps we find that many employers are sticking to the approval of applicants with traditional degrees from universities, whether Arab or Western, from those who have accredited or non-accredited certificates online.

Some employers were unaware of what degrees and accredited certificates are online, and then automatically rejected an employee with certificates from his seemingly unaccredited viewpoint.

Some employers doubt the authenticity of certificates and degrees. Some may cheat the certificate through some programs and transfer it from non-certified certificates to accredited ones, so they resort to the applicant’s refusal without trying to verify the authenticity and credibility of the certificate.

And of course, for every rule of gay, despite the refusal of many employers to obtain certificates online, there are also many of them who see that the applicant is a persistent person and is looking towards achievement and self-fulfillment by obtaining various certificates and accredited courses online, and then accepts it immediately after making sure of its distinction by acquiring The knowledge and experiences mentioned in the certificates.

Trade courses online

Yes, I mean the concept that I understood from this phrase, there are many profitable institutions and schools that offer a number of courses and academic certificates as a “cause”, meaning their certification is not permanently approved in any institution that you want to work with, but only interested by making money at the expense of the student.

Of course, I did not mean that all courses are false, but there are many, many degrees and unaccredited certificates that may cost you a lot of money without success, so beware that you will fall into this trap!

How to ensure the credibility of the scientific body that offers accredited courses and certificates?

This is the most important question in our article. There are a number of factors must be guarded upon joining a for-profit or non-profit educational institution in order to obtain a scientific or professional degree, the most important of which are:

1- The reputation of the institution or the provider of the course or certificate:

With the increasing popularity and spread of online learning on a large scale, it is the student’s responsibility to ensure that there is a specific college or university that meets the requirements through its curricula, faculty, and proficiency. Accreditation or credibility is what makes obtaining a valid and accredited degree or certificate; Consequently, any educational institution that is not properly accredited will not be credible or recognized as a school or a reputable entity.

Therefore research in various programs online is the most important factor to consider ensuring that a university degree is accepted by employers and that the degree is recognized internationally.

2- Graduation rate:

One of the most important factors should be taken into account when making the decision to join the provider for the course, as the percentage of students graduating from a specific school is an indication of a number of things, the most important of which is if the number of students graduating with high indicators increases annually, this gives an indication of the interest of the granting authority to simplify the content and good presentation and interaction with Students, but if the index falls, this indicates that the entity or institution does not provide adequate support in terms of teachers and staff.

3- Ensure that the presenter submits the course:

Colleges and universities are reviewed by external non-governmental sources to ensure that the institution meets certain educational standards. These organizations review school services and resources for students, faculty, degree programs, curricula, and many other elements that form a strong academic atmosphere. This is important when choosing an online study program because it ensures that the entity or institution is reviewed and that basic academic standards are met.

ONLINE STUDY Self-Development

Learn about Pimsleur’s method of learning foreign languages exclusively for listening

In order to learn foreign languages, many of us strive to choose the best methods that are appropriate for our personal capabilities, in a way that guarantees the selection of the best ones with effective results. On the other hand, language professionals and those interested in this field periodically develop innovative ways and methods that can help us learn. Through this topic we will present one of the most important ways that was devised for learning foreign languages, which is the Pimsleur method.

Pimsleur method … what?

Paul Pimsleur is an American language specialist, whose research revolves around children’s learning of the language in an informal way and is not codified by grammatical controls. Based on the results of his research, he developed a so-called Pimsleur method, which is a method of language learning entirely dependent on listening, by attending online lessons on the site for this method.

This method is verbal and very active, as it relies on the principles of “divergent repetition” and learning “new terms”. From the first lesson (usually 30 minutes) a foreign language dialogue is heard (mostly, the learner does not understand any of it), then it is done The dialogue is divided into words and each word is explained separately with the request of the learner to repeat its pronunciation, then the words are collected in the sentences of the dialogue and explained and then requested to pronounce and repeated by the learner. Finally, the professor asks the latter to take the place of one of the person

alibies of the dialogue and conduct it directly. In this way, the learner dives into the dialogue that he just learned, which often expresses a habitual attitude towards daily life.

Pimsleur method. is it a good way?

It is noticeable, then, that this method of learning is very similar to the way children learn the mother tongue, as they begin to pick up words intermittently and then they get used to them in a sentence – depending on their context – to finally start to repeat them and try to pronounce them correctly after a set of attempts.

However, in this regard, we talked earlier about learning foreign languages ​​as children, and why we should not rely on it. The method is not very active, and may take more time to reach beginners stages of learning than even advanced! Also, the development and acquisition of foreign languages ​​is not necessarily confined to the process of listening and strengthening the ability to speak, but there is a side of reading and written expression that is considered one of the most important pillars of language learning, especially if the purpose of learning it is closely related to the job market and everything that is practical.

On the other hand, participation in Pimsleur lessons is not free, and therefore, the student may hesitate to pay a sum of money (not a little) in order to learn a foreign language in a way that may appear to be “almost complete”. Especially if he is not proficient in the English language, as all learning lessons consider the learner to speak English, and the latter is adopted as a reference language for translation.

How do you benefit from the Pimsleur method?

It is clear that Pimsleur and other foreign language learning methods are limited to listening as Assimil and Michel Thomas are not sufficient to learn languages, despite their proven efficacy in the aspect of acoustic acquisition of languages. Thus, this method can be benefited by:

Adopting the Pimsleur method along with other methods of learning, whether reading or any classic method of acquiring written language, and thus the integration of the methods is guaranteed.

Adopting the principle of the Pimsleur method instead of the same method, if you are not ready to participate in the site and follow the lessons online, it can include how to learn the same to your learning methods without the need to participate. For example, if you personally select scenes from films or works of art in the language that you want to learn, and apply the principle of Pimsleur to it, by looking for the meaning of words, then the meaning of the sentences (meaning the meaning of words in their context and combining them), then reenacting the scene by reincarnating one of the characters. Of course, don’t forget to jot down words and phrases and refer to them later for your review.

This way you can benefit from Pimsleur indirectly, as a way to familiarize the language or acquire part of it and not to learn it as a whole.

ONLINE STUDY Self-Development

Top 10 Scientific References for Biology Students and Lovers

Science is constantly evolving, and it keeps dazzling us with more and more every moment. And in light of the existence of this horrific scientific development, information is always subject to dispersion without the scientific references that list the information after information in a scientific and prose context, sound and smooth. So today we’ll be talking about a collection of websites and folders that are an important reference for biology. It is characterized by renewal on one hand, and scientific accuracy on the other hand.

Printed references

1) Human Biology

If we talk about the printed references on paper, this reference is undoubtedly the best and deserves to be placed at the front of today’s article. The reference is easy to read for the specialist and non-specialist, as it is supported by dozens and dozens of detailed and accurate pictures that explain everything. In the company of these pictures there are texts that support them, and everything is supported by solid research sources and papers. The reference is used as a biological book for students around the world.

2) Biology

This reference actually helps students to enter deeply into the world of biology, yet it guarantees simplicity and smoothness in providing information. The reference is distinguished by the renewal time every year, with more and more details, the custodians of it know what the student needs, and how it can be presented to him in a way that benefit him on the scientific and personal level together. The book is written and narrated by Peter Raven and George Johnson.

3) Campbell Biology

Simply put, Campbell’s name means quality and sobriety. This reference is a collaboration between 6 veteran specialists and university professors in the field of biology, and this collaboration is very fruitful. It yielded in the form of a book that really talks about biology from a practical perspective, and offers the student dozens of final and sub questions after completing or even while reading the specific topic.

4) Essential Cell Biology

The reference appears from its title, right? Simply put, the book talks about the basics of biology from the very beginning of the formation of science itself to what science recently reached. And of course the reference is updated every time period specified by the most recent scientific facts discovered. The book is characterized by extreme simplicity to the degree that a prep student understands biology in a specialized way more than someone who studies the same subject at university but in a more complex book. Therefore, simplicity in the narration is the secret of this reference.

5) The Core

The idea of ​​the reference appears strongly in its title: The Center. The book talks about the most important and most prominent principles in biology, which no student, whether novice or specialist, can pass. The reference deals with biology from the perspective of simplification, and this simplification lists with tapered words towards the target without any additional details or information that make the subject complicated in any degree. The reference has an internal organization that allows it to be a teacher’s book through which he can teach some basic topics in biological science very smoothly.

Electronic references


It is one of the largest, most comprehensive and general electronic sites and references that talk about biology and all its applications, principles, messages and everything. The site contains an impressive library of scientific papers and research that made great scientific leaps in the world of biology. The literal translation of the site’s name is: National Center for Biotechnology Information.

2) Cell Press

The very, very special aspect of this electronic reference is that it is spoken hour by hour on the one hand, and the information is presented in an impeccably scientific way. It is a scientific journal in which research is published and then presented to readers, and most of the research published on Cell is research that really deserves to be highlighted, and is considered as seeds for the great scientific achievements to come.

3) Nature Here we are sitting in front of the site that has saved the lives of thousands of biology students on the surface of this planet for many years, and years to come. This online reference is easy to list and accurate information. It combines being a scientific journal on the one hand, and a scientific blogging site on the other. The topics in which the heads of sensitive pens are discussed in the scientific field in a way of scientific notation that any non-specialist can easily understand. Every word in it is backed by sources and evidence without forgery or forgery.


10 most enrolled courses on the Coursera Compact Learning Platform

Simply on this platform you will find all the options you prefer. If you have the money, you will enter directly into any course you love, and get an approved certificate in it. And if you do not have enough money, you can apply for financial support, and the site will agree to a large percentage, and study simply, and when the money is available with you, you can buy the certificate to use in various aspects of your future life. For today, we offer you the 10 most registered educational courses on Coursera, the most popular of NAR Aalam.

And now we are satisfied with this introduction, and let’s get to the heart of the matter! Deep Learning Specialization course Deep Learning is a more encyclopedic term than Machine Learning. This term is generally concerned with the field of artificial intelligence, in which you can make your first steps in the world of making logical thinking, from codes and symbols. In this course, you will learn from Coursera how to make neural networks, and learn what many new terms you like, such as RNNs, LSTM, Xavier, and many, many more. The course consists of five successive inner courses behind each other, all of which serve the same purpose. The course is available in English, Arabic and many other languages ??as well.

Deep Learning Specialization course What is deep learning Python for Everybody Specialization Course One of the most popular courses on Coursera’s global website. Why? There is simply no one who does not like to learn programming. Creating commands from scratch is something that increases morale and boosts self-confidence very much, and also gives you the ability to earn money in the future by mastering a certain programming language. The specific programming language that this course sings is Python. In this course, you will study the principles of programming science in general, what are the interfaces and databases, what is Python as a leading programming language in its field, and a lot of other things. The course consists of 5 successive courses.

Data Science Specialization course Everything around you is data-driven. The Arajik website on which you now read these words is data-driven, and as a result of that data, we decided to create this article that we found most of you were really in desperate need of. This course of 10 consecutive courses, introduces you to what you just said, in a discreet academic manner. In general data science is concerned with formulating specific questions, then trying to study large groups of data resulting from the answers to these questions, and in the end everything is translated into visual models that can be dealt with directly by non-data science specialist. Complex talk, right? Study courses so that it is not complicated then.

Applied Data Science with Python Specialization course Yes, here the Coursera gives us a massive and intensive course with five full courses dealing with the mechanism of data science connectivity, with Python as the programming language essentially dealing with databases continuously. This course came on today’s list after deep learning, Python, and data science, because it really depends mainly on the three of them. While dealing with the course courses, you will find that everything falls under the umbrella of artificial intelligence and deep learning, then you find that the data is not clearly embodied only by combining it with a programming language capable of processing it efficiently. And …

this is enough, the rest will be discovered by yourself! Google IT Support Professional Certificate course (Google IT Certification) Google IT Support Professional Certificate course (Google IT Certification) A course also consists of 5 consecutive courses, all of which serve the same purpose, but this time is not offered by a major university or institute of information, this time provided by Google itself, and presented to you on the Coursera platform for its quality and scientific paper certainly. So what is this course talking about? Here, Google creates the portal for you, once you cross it, you will find yourself in the world of information technology and with a key that enables you to enter any door you want in life. The courses contain video clips, mini exams, educational texts, interactive mechanisms, and much more.

By only allocating five hours per week, you can complete the entire course in less than half a year! Advanced Machine Learning Specialization course A little while ago, Coursera gave us a deep learning course, right? And we said it’s an umbrella underneath, there’s machine learning, right? Now suppose you have completed the first course, and you want to specialize in machine learning specifically, what will you do? This course will cover all of your knowledge needs in this major. Here you will study everything more deeply, the terms that I thought you fully understood in all aspects, you will find that there are innumerable mysteries inside which you did not know anything about. This course consists of 7 specialized high-level courses, so make sure to study it quietly and carefully. Improve Your English Communication Skills Specialization Course English, and what do you know what English.

It is the most widely spoken language around the world in terms of number of speakers, entry level, and defaults in different sciences and knowledge. Without it, you wouldn’t be able to handle most of the knowledge on the Internet. That is why Coursera offers us this huge course to improve English language skills


Flipped Classroom: an educational strategy that makes the difference!

Plagiarism Checking Result for your Document

Unfortunately, education in our schools is often rigid. When he tries to keep pace with the times, he works to use relatively modern educational methods randomly and does not rely on one inclusive system that links them all to reach the best possible result from that process. This is where the inverse class comes in. The inverted class is an educational strategy that has many names, such as (inverted education), (inverted class), (inverted education), and many others. But ultimately, they all describe a single strategy that combines active learning, self-learning, investigative learning, and differentiated learning. The inverted class aims to develop from the traditional method of giving and lecturing in education.

Bringing it to an immersive, interactive stage entering education as a whole is fun. Inverted class: why this course? Only an inverted row means the opposite of the traditional way of sending and receiving information. Here, the teacher uses technology to get the student to interact more with the educational subject and get him to search for himself a lot of things that complement what he did electronically. This makes the interaction higher and further consolidates the information in the student’s mind as he researched a large part of it himself. This technology is part of blended education, and blended learning aims to integrate technology into the educational process. But the inverted class is more specialized in the mini-learning process between teacher and student.

While inclusive education aims to introduce technology into the education system itself, it is not a requirement of what happens between the student and the teacher. In this strategy, the teacher is interested in making a virtual classroom on the Internet, and inside it, he creates educational videos for students. Whether it is overall in the e-class for all to see, or if it is in the form of private lessons that correspond to the mindset of each student sent to him personally in his e-mail. The student must actually watch the video before coming to the Classroom. Duties are also received electronically and are corrected electronically.

While the actual meeting in the school is aimed solely at the discussion in what has been learned electronically, and that its real-time educational process is intended to be the pleasure resulting from a rich and fruitful discussion. This richness came from an electronic educational subject that relied on giving the student freedom to receive information at the time he wants, and to the extent that he wants. So, of course, it is not possible to realize the strategy of missing that critical without talking about it, and for this, we present the course “Flipped Classroom” from the site of the realization. And now, here are the contents of the course in detail The first unit: the benefits of inverted rows The contents of the unit are as follows: Reasons for the success of the strategy strategy Benefits of strategy in the Classroom Connecting reversed classes, active education, and motivation creation Module Two: When do we use this strategy? The contents of the unit are as follows: Education placements where we don’t use the strategy Determine the most important places to use the strategy Provide examples of the matter Explain different ways to apply the inverse class, whether by technology or not Module Three: Preparing Inverted Row Content The contents of the unit are as follows: Review the different types of contents of the inverse class Identify best practices for content preparation Choose and define the type of content that best suits your educational context Use best practices to create the content you have already chosen Focus on the video content in a slightly detailed way Module Four: A Step After Preparing Inverted Content The contents of the unit are as follows: Highlighting the interaction in the class face to face between the teacher and the student after using the inverted class Obtaining student feedback to evaluate steps for preparing the inverted class and the methods used Identify the weak and strong points, then work to strengthen the strong and weak points.


Educational Technology: An educational course on the realization platform that will take you into the future!

  • Let’s jump right into
    the next generation

data science workspace

and I’d like to start with some old news.

If you’re attending this conference,

you probably don’t need
any more convincing

the data in the AI trend

has been transforming all industries

for a couple of years now.

Almost all major companies are realizing

that these investments lead
to competitive advantages.

Now, if you ask me, I don’t know

what those remaining 12 fortune
1000 companies are up to

and as a result, the job market

has been playing catch
up to meet the demand.

Three out of the top eight jobs

in LinkedIn’s latest emerging jobs report

are data in the AI roles.

Congratulations to you

if you’re in any one of these categories,

I’d say you have some pretty
good job security ahead of you.

Now, one thing you will notice

is that there’s a
diversity of roles needed

to deliver on these strategic initiatives.

It’s not just one abstract
data and AI engineer

solving the world’s toughest problems

really is a team sport

and you need all of these functions

working together as a
team and not in isolation

of course at Databricks, we
call this unified data analytics

and we’ve built a platform for that.

Collaborative data science workspace

becomes the focal point
of such a platform.

It needs to cater to all
of these user’s needs

and bring them together.

Today I’m going to introduce
you to the next generation

of our data science workspace

and open and unified experience
for modern data teams.

But before we do that,

let’s look at where we’re coming from

and we’ve already come a long way

in simplifying data and AI

to help data teams innovate faster.

On the left here, you can
see a MapReduce program

to count words.

You should probably remember this

just in case it ever
comes up in an interview.

Of course, writing this code
snippet is just the first step

back when this was still cutting edge,

you would still have to worry
about setting up a cluster,

writing a couple of more
lines of configuration

and hope you get it all right.

Thankfully, today you don’t
have to worry about any of this.

In Databricks you just
write a spark SQL query

and hit run

the cluster in the background
auto skills for you

and you just sit back
and wait for the result.

Now of course this is
a very simple example,

but it extrapolates to the full complexity

of data engineering and skill.

But as mentioned, this is
only part of the solution.

Where are we when it comes
to data science today?

When it comes to productionizing

data science projects today,

we’re still dealing with a big mess.

If you’ve ever tried to do
statistical data analysis

or maybe train a machine learning model,

you know, that the tools

that are supposed to make your life easier

are still very difficult to use.

In fact, according to one study,

only about 15% of those
fortune 1000 companies

have deployed the AI capabilities

into widespread production.

The reason of course, is
that the tools available

to these companies specifically
in enterprise software,

haven’t kept up with
new emerging practices

in data science and machine learning

and as a result we’re made to choose

between three bad options
that are all not that great.

The first and for many,
the most natural option

is to just give everyone the freedom to do

whatever they want on their laptop.

Of course, data scientist love that

you have full freedom to
install anything you need

and you can move fast.

However, you’re pretty
far away from your data.

You’ll need to down sample and
copied data onto your laptop

and of course you don’t
have to sit in compliance

to know that moving sensitive
data into your laptop

is generally a bad idea

and the folks who are maintaining
your production systems

are definitely not going to be happy

to try to reproduce
your local environment.

To address some of these concerns

some vendors take the approach
to just put those same tools

you use on your laptop into the cloud.

Essentially, they’re giving
you a virtual laptop.

Now however, just hosting
Jupyter and giving you a VM

with psychic learner
TensorFlow pre-installed

isn’t that much of an improvement.

Sure you no longer have to
copy data onto your laptop.

But aside from security and governance,

there are no obvious benefits,
just more constraints

and finally, you may be
asking yourself the question,

why not they trade on our

production infrastructure directly?

Well, unfortunately those
production hardened systems

are not really ideal for exploration

and most data scientists will not be happy

if you try to teach them Coobernetti’s.

So you’re left with a hard
choice, full freedom of a laptop,

slightly worse experience with
the same tools in the clouds

or a fully production hardened system

that no data scientists will want to use.

Thankfully we’re in the 21st century

and with a little customer
obsession and engineering,

we’ve been able to
navigate these trade offs.

Our solution for modern data
teams starts with the premise

that developer environments
need to be open

and collaborative.

Our workspace follows
open source standards

and provides a collaborative
notebook environment

on a secure and scalable platform.

Next, the industry has already
figured out best practices

for versioning and CI/CD
and Derrick hit based.

So we integrate our
platform with this ecosystem

and provide those best
practices to data engineering

and data science, where reproducibility

is becoming more and more important.

Finally, to reduce the time

from experimentation to
production, the same environment

can be scaled to production deployments,

allowing you to manage the full life cycle

within one platform

and bringing all of this together

I’m extremely excited to announce

the next generation data
science workspace on database

and without further ado,
let me walk you through

some of these innovations step-by-step

before we give you a demo.

This is a screenshot of the
current workspace navigation

in database.

It brings together all of
the components you need

for collaborative data science,

notebooks, clusters, jobs, models,

and access to all of
your data at any scale.

For those of you are
familiar with this interface,

you may notice something different.

We’re introducing a new
concept called projects

to the left navigation panel.

One of the most common ways

that data scientists start to work

is to clone a Git based repository,

with projects you can bring
all of your work to Databricks,

where you can access all of your data

and use best of breed, open source tools

in a secure and scalable environment,

because projects are Git based.

You can keep them in sync by
pushing and pulling changes.

Of course, you can also
switch between branches

or create new ones.

This basic functionality provides you

with a powerful set of capabilities

to integrate your database workflows

with your CSED automation,

and then enables you to
follow best practices.

When you move from
experimentation to production

and you don’t have to learn DevOps tools.

Now, many of our customers

have been waiting for
this product feature,

and I’m happy to announce

that it is available in preview today.

Now we have many more
exciting features coming,

and I’ll give you a quick
sneak peak of those as well.

At the intersection of Git based project

and environment management is the ability

to store your environment
configuration alongside your code.

This integration will allow
us to automatically detect

and enable your environment,
removing the need for you

to worry about installing
library dependencies yourself

and you know, sometimes
saying it just works.

It’s the most powerful statement

and in this case, we make it just work

following the same behavior
you’re used to on your laptop.

We give you an environment

that matches your
environment specification

and make it available
consistently on all workers

on an auto scaling cluster.

So now that your
environment is all set up,

let’s look at your code.

You can already import I-PASS
and notebooks to Databricks.

This allows you to convert
your Jupyter notebooks

to Databricks notebooks and vice versa.

In the future, we will
store these notebooks

in their native format, removing
the need for conversion.

This not only makes Databricks
more standards compliant,

but it also enables us to
support alternative editors.

So if you want to, we allow
you to open these notebooks

in Jupyter right here in database

and similarly by the way,
for the AI users among you,

we also support our studio.

However, as I mentioned earlier,

just providing you with cloud
hosted open source tools

is not quite good enough.

So by default, we will open this notebooks

with the Databricks notebook editor.

The Databricks notebook editor
can open Jupyter notebooks.

and in addition, provide you
with collaborative features

like core presents as indicated

in the top right of the screen

and real time crediting as
indicated by colored cursor

and to facilitate collaboration even more

Databricks notebooks
also allow you to comment

and leave comments for your colleagues

all in one cloud based environment.

Now, by allowing you to
open Jupyter notebooks

in the database notebook book editor,

you will no longer have
to make the trade off

between using standard formats

and the collaborative
features and benefits

that Databricks provides.

So in summary, this is our
solution for modern data teams.

I showed you how we provide
collaborative notebooks

based on open standards,
integrate with the GIT ecosystem

for collaboration and reproducibility,

and provide integrations
with CI/CD systems

for the robust workflow,

from experimentation to production,

all on a secure and
scalable cloud platform.

But you don’t just have
to take my word for it.

So let me introduce Lauren Richie.

Who’s going to give you a demo.

  • Thanks Clemens for the introduction.

Let’s jump right into the demo.

For the purposes of this demo.

Imagine I work at a big retail company.

We used to do our forecasts
on a quarterly basis.

It’s a big effort for our data scientists

to come up with those forecasts,
using many different tools

and once that is done,
we print them to PDFs

and send them out by email,

that has led to lags and decision making

because we use outdated forecasts.

Of course, these days,

the world is changing at a rapid pace

and our leadership team
has asked us to move

from a quarterly to a weekly basis

that will significantly
improve the quality

of our business decisions.

Like how much inventory to order.

The amount of manual work
involved in producing

this forecast is prohibitive
in doing this more frequently.

So as a good data scientist,

I am determined to automate this process

and provider decision-makers
with an interactive dashboard

that always has the latest forecast ready.

First I’m wondering if
there’s a better tool

for those forecasts.

So I searched Google for
Python forecast libraries

because I know that
there’s a lot of innovation

and I find this library called profit,

which is open source by Facebook.

I read about it online
and heard good things.

So I’ll check it out.

Of course, there’s a lot of
tour examples available online.

So I found one and forked
into my GitHub account here.

As you can see, it comes with a dataset

and a Jupyter notebook that shows you

how to create a forecast.

This is great, usually
the way I go about this

is to take an example like this

and try to recreate it just to
make sure it’s not outdated.

So I click clone to get the repo URL

because I’ll need it in a minute.

So here I am in my Databricks environment,

which we call the workspace.

In the past, it would
have been pretty difficult

to get code from the GIT
repository into Databricks.

However, as Clemins mentioned,

we now have this new
feature called projects,

which allows you to easily
clone a GIT repository.

When you click create project,

you provide the path to a GIT repository.

So I just paste the URL
that I just copied earlier

into this text box.

When you could create,
we clone this repository

and make it available in your user folder,

as you can see, it indicates
which branch you’re on

and when you click into the project,

you see that all of the files were clones.

So the first thing that I’ll
do is to create a branch

because I don’t want to mess
around with the master branch

because that will be used
to run a production job.

I open the GIT dialogue

and I can just start typing a branch name

into this text fields.

Now I click on create branch from master

and I’m ready to go.

As you can tell, we’re trying to make

the most common workflows super easy

without having to leave this environment.

Now that I’m in my feature branch,

I’ll click on the Jupyter notebook

and you’ll see that we open it

in the Databricks notebook editor.

In addition to supporting
standard formats,

this editor gives you several
collaborative features

that will highlight as part of this demo.

So let’s get started.

Databricks provides you with
a scalable compute backend.

I can attach a notebook
to an existing cluster

or create a new cluster.

Let me attach this
notebook to this cluster

called ML cluster it’s already running.

Now usually I would have to
worry about the environment

that is set up on this cluster

and the libraries are installed.

But with the integration
of the projects feature

and our run time that’s
running on this cluster,

you will see that we automatically detect

the presence of this requirements text

and as soon as I run any
cell in this notebook,

the cluster will make sure

that the environment
matches those requirements.

So what’s happening now is that profit

is being installed in the background.

You already pre-installed
many popular libraries

like Pandas and NumPy,

and we adjust their versions if needed.

So let’s just run this entire notebook

and see if it works.

As you can see this reason, the CSD file

from the data folder

and loads it into a Panda’s data frame.

The file has two columns, one for date

and one for the historic
values of the column

that we will try to forecast.

In this plot you’ll see that
we have data up until 2016

and then we forecast for
another year after that.

This is great because that’s
usually how you get started

finding an example and
make sure that it works.

However, this is just using toy data

and we have lots more
data on our actual stores.

So let’s see if we can adjust this example

to actually scale to our needs.

I don’t actually know
our sales data lives.

So I leave a comment to ask my colleague

to help me out here.

Okay, let’s see if he’s online.

Great, coincidentally it
looks like he’s online

and ready to help.

You can see he opened up the notebook

from the indicator up here,

which shows, which users
are present in the notebook.

Okay, it looks like he
responded and he created a cell.

So I’ll assume he’ll just share some code.

Okay, great he’s actually using Koalas.

Koalas is an open source
library developed by Databricks

that provides the exact same APIs,

but uses spark in the
backend to scale computation.

This way, I won’t have to
change any of the other code.

The data frame is still named
DF and it should just work.

So if I run this cell,

you’ll see that we’re running
a spark job in the background

and hand you back a data frame.

This is no different from
the toy example before

we have an additional column

that indicates the store this data is from

in this case, we only have three for now,

San Francisco, Amsterdam and New York.

Of course, I don’t want
to generate a forecast

across all stores,

but I want to have a forecast
for each store individually.

So instead of just running all of this

through one big forecast,

I grew up the data frame by a store ID

and apply the forecast as UDF.

What will happen is that
we’ll run a spark job,

group the data frame,

and then for each store,
we’ll run this forecast

and I can also delete all the other cells

because we don’t need them.

Now, the only thing missing

is that I want to write the
forecast out to a Delta table

to actually use it in my dashboard.

I don’t just want them on the forecast

every time someone wants to look at it.

So we add this code snippet
that takes the forecast

and stores today’s date and the store ID

so that I can query by that later,

when I hit run, we’ll bring up

some spark jobs in the background

that crunch through those data
and write out my predictions.

Now this is great, I just
cloned an example I found online

Databricks configured
the environment for me,

and I could easily change it
all to scale all of my data

by using koalas and writing
out forecasts to Delta.

Now, as mentioned earlier,
if for whatever reason

you want to use Jupyter,

you can right click on this
notebook to open it with Jupyter

right here in Databricks.

Unfortunately, the collaborative
features you just saw

are not available in Jupyter.

As a side note of course,
you could go back and forth

between the two editors whenever you want.

Okay, let’s go back to the
Databricks notebook editor.

Of course, I’ve been working
off of my feature branch here.

So now I can go and
check that code into GIT.

I opened the GIT dialogue,
provided commit summary

and click commit and push.

We won’t show this in the demo,

but usually you would go through
the typical CICT workflow

to create a PR, get it reviewed
and merge it into master

and here we set up our GIT automation

to automatically check out
the master branch of this repo

in this production folder
whenever a new PR gets merged

from here, I can just
open up the notebook.

Now this is the master branch version

that I want to automatically run.

You can click on this calendar icon,

which allows you to schedule this notebook

as a Databricks job.

Let’s configure it to once a week

and this way I’ll automatically
get the new forecasts

written into my Delta table.

I’ll click okay and we’re done here.

Now this is a full end to end life cycle

of experimenting with code
in my own feature branch

checking into GIT and
pulling the master version

into production folder

that is used to run a scheduled job.

Let’s quickly take a look at the dashboard

that I put together.

In this notebook, you can
see that I use a feature

of Databricks notebooks
called notebook widgets.

I can just create two widgets

that give me the fields
available on the Delta table.

Those widgets will update
whenever I get new data

and then the data that is shown

is automatically filtered by my selection.

I can create a dashboard
from this notebook

that embeds the table and visualization,

and also integrates the widgets

to control the parameters
of the SQL query.

So when I click present,

you will see that the
version of this dashboard

that I’ll share with our decision makers

here they can select which
forecast they want to see

for which store all updated

and without having to write any code

and that’s it for the demo.

So just to summarize in this demo,

I showed you our support for
the native Jupyter format

and have the Databricks notebook editor

provides collaborative features

like co-presence
co-editing and commenting.

We saw the project based get integration

and how easy it was to start,
by cloning a GIT repository

and creating a new branch for development

and finally, we
productionized the forecast

by pulling the master branch
into a production project,

scheduling a job and
creating a notebook dashboard

to share the latest results
with our business stakeholders.

Now, in theory, I could even update

these forecasts every day,

simply by scheduling the
production job to run daily.

That’s a massive improvement
from the quarterly cadence

that we were used to

and with this, I’ll
hand it back to Clemens.

  • Thank you, Lauren,
    for this amazing demo.

I hope that everyone
watching is as excited about

the next generation data
workspace as we are,

to learn more, check out


Distance education: An educational system that has advantages and disadvantages

Many students have recently moved to distance education, or online education, as an alternative to traditional education at universities. Many universities recently provided the choice of distance education for many of the study programs available at the university in order to overcome learning barriers such as student preoccupation or geographical challenges, especially for foreign students, but despite some people believe that distance education may be the best solution to obtain a better education opportunity However, it may not be the most appropriate for you, and you can learn about it after you know the advantages and disadvantages of this type of education to decide whether it is the most appropriate for you or not, then distance education is not the magic solution to obtain a certificate from a reputable university while you are sitting in your home, but rather requires Do more to achieve success in it.

There are also other reasons that led to the spread of this type of education:

First: After graduating from the university, many young people aspire to start their career and accomplish it, with their desire to complete studies at the same time to develop themselves and develop their field of work.

Second: As a result of the deterioration of the economic situation in the world recently, many young people seek to change their fields of work by passing various educational programs or courses on the Internet.

In the beginning we will mention the types of distance education:

Asynchronous Learning

This type of education gives the student a greater opportunity to learn at the speed that he determines, as it provides greater flexibility for the student, as the student is not obligated to follow a specific schedule of lectures and deliver assignments, assignments and projects, because the study materials are placed on a platform often in the form of audio and visual materials that the student can hear and watch at the time that suits him , And students can communicate with students through the program’s electronic platform.

Synchronous Learning

This type of education provides less flexibility for students, so the student adheres to a specific schedule of lectures through the so-called electronic chat rooms or (Video Conference), but this type provides greater communication with students and professors, and students may also be obliged to enter daily on the program platform and register attendance to get On the study materials for his program and any other information.

Hybrid Learning

This type is a mixture of the previous two types, the system may differ from one lecture to another, according to what the students and professor agree, there are sometimes lectures that require attendance to register and communicate at a specific time, and others can be viewed at a time that suits the student, and sometimes the lectures are at a certain time but assignments It can be delivered at any time.

Now that we have mentioned the types of “distance learning”, we can mention the advantages and disadvantages of this system.

First: the advantages

1- Providing travel expenses and saving time spent to reach the place of study.

2- Providing housing and expenses for purchasing materials and textbooks.

3- Students enjoy more flexibility that enables them to set their study dates and fulfill their assignments according to their working conditions and their social and family life.

4- Students should not limit themselves to choosing a university in a specific geographic region, thereby increasing study program choices in front of the student.

5- Providing a greater opportunity for students who are not able to have special needs to learn in prestigious universities.

6- Providing study materials on the Internet, thus ensuring that they are stored and accessed thereafter more easily at any time than anywhere.

7- Providing a greater opportunity for students to work at the speed they prefer.

Just as distance education has many advantages, there are also some disadvantages:

Second: Defects:

1- Students will not have the opportunity to communicate well with professors to answer their inquiries and questions about what they are studying in a clearer and more extensive way, such as the university classrooms.

2- The study requires self-censorship and a great commitment stemming from the student so that he can accomplish his academic assignments and assignments without a specific timetable.

3- Lack of communication with classmates and benefiting from their expertise and experience.

4- The online course may be characterized by a lack of audio-visual materials that are available in the materials presented in the classroom.

5- This type of study requires that the student be sufficiently familiar with the use of technology to ensure full use of the subject.

These defects must be taken into account when choosing distance education to assess the extent to which the student benefits from this educational system.

In sum, the e-learning system is often suitable for students who have enough self-motivation, learn better through the practice of reading and writing skills, and enjoy studying specific disciplines.

It may not be appropriate for students who wish to benefit from direct face-to-face contact with professors and colleagues, or to learn better through reliance on audio-visual materials, or who tend to postpone their assignments and study assignments. Finally, if you can honestly assess the way you learn, you will be able to determine whether or not the e-learning system is the learning environment for you.


Distance education … the best way to learn from home

During the last 20 years, Internet has become the largest data base for information, and literally changed the way people live, there has become online shopping through Facebook, communication via WhatsApp and many other programs that have greatly insulted people and brought into their lives comfort and speed in meeting desires. Learning at a distance is considered the most important step taken to use the Internet in order to obtain knowledge and knowledge from home, so let us know what distance education is, and is it the best site for learning from home?

The concept of distance education

We can call it e-learning, or education via the Internet or the web, whether from your mobile phone, computer or other devices, all of these names come under one term which is distance education. Why it is called by that name? Well the answer is easy. Once you receive science or a classroom online while you are in your home, in a café or anywhere else, you are learning away from traditional schools or universities.

Distance education includes the virtual environment for the natural semester, which any school or university student receives, where you will receive live video and audio education with adequate explanation and direct chat with your teacher. 1

Benefits of distance education

People who lives in remote areas or who suffer from infectious diseases, for example, may prefer this method of education, but in general; Distance learning has become very popular for several reasons:

Flexibility in learning: In traditional school environments, times and days of work and rest times are determined, and the student has no authority to do so. He is obliged to abide by the laws, but online education gives the student the freedom to reconcile his own concerns with his study time.

Saving money: Distance learning is definitely less costly, there is no transportation cost, no university housing expenses, or high tuition fees and brochure purchase costs, all of which are available at the location where you registered.

Communication with others: distance education gives the opportunity to get acquainted with students from all countries, and sometimes cooperate with each other to implement projects related to their class, thus having a beautiful experience and learning from other cultures.

Information security and reliability of reference: You can store the information and discussions that you had in the class, training materials and your emails all in documents, thus you will be able to access the information quickly, which saves time and effort.

Focus and increase production: During traditional classrooms, a student may not get the attention he needs to clarify ideas and concepts, such as the interest in online learning, here; You personally speak to your teacher and discuss what you need to understand, which increases your chances of understanding and your performance and enhances your ability to think and solve problems.

Experience: There are sites that conduct training courses that may not be available in local educational institutions. These sites give at the end of the course a specialized certificate for what you have learned and have been tested in. For example, at the Canadian Center for Architecture CCA located in Canada, you can obtain an expert certificate in the programming language C ++ by registering on the site and the course when they announce it, so you do not have to be in Canada to become a programming expert!

Variety of educational programs: that is, regardless of your field of study, you can register for the programs and courses that interest you via the Internet, where you get a professional certificate in the end of the course and you may obtain a doctorate!

The negative effects of distance education

Despite the many benefits of distance education, it is not without some drawbacks:

You may lose the pleasure of interacting and responding face to face with your teacher and colleagues.

Some may prefer to attend traditional classrooms, because they may be hard-pressed people to learn themselves, and they always need personal support and follow their teachers for them.

Of course, do not forget that distance learning is a major technological challenge, especially for some individuals who do not have the full technology support for online learning.

Best distance education sites

Now let’s get to know some of the best free online distance learning sites:


A collaborative website with universities and organizations around the world, offering a variety of topics and courses for different schools and groups.

Khan Academy

In partnership and cooperation with many high schools, Khan Academy offers a structured and easy-to-use educational interface, and offers comprehensive training courses on many different subjects.

Open Culture

Or open culture courses via the Internet, this site highlights thousands of lectures and videos from universities around the world, as it contains especially the materials taught at private universities and training courses, all of which are easy to navigate. This site includes a list of universities in the United States of America such as England, Australia, and Wales.


A site similar to Coursera, but it differs from it as it allows the user to take special courses of lessons, by communicating with many of the leading professors and schools, this site combines free and paid content.


This site offers customized technology and health courses and language courses, in addition to school curriculum courses, different from its predecessors by providing certificates at the end of the course, it is a really great option.


5 steps to self-discovery and skill development in the summer vacation

Self Development

“Your work occupies a large part of your life, the only way to be satisfied and to really do what you think is a great work, and the only way to do a great job is to love what you do, and if you don’t find what you love, keep looking and don’t give up.”

This wonderful statement by Steve Jobs explains the importance of self-discovery, what you love and what you cannot deal with, many people suffer from confusion and lack of goals due to lack of knowledge of themselves, strengths and weaknesses, each of us has latent skills and others that need training to develop them, but you have to discover yourself First to reach the strengths that help you advance in practical life in a way that suits your potentials, as self-discovery helps in developing skills and knowing weaknesses and working to improve them in the future, the person does not stop learning, but it is a continuous process of continuing life, in this article here are 5 steps Help you see clearly and discover yourself.

1- Trust yourself and accept it

James Alan says: “You are the day where your thoughts brought you, and you will be tomorrow where your thoughts take you.” The first step towards knowing yourself is to accept it. Self-flogging is of no use but energy consumption, which does not help on the contrary. And other frustrating words, you lose the ability to dream and plan, you lose motivation, so what is the point in taking the first step, if you know my failure at the end? Rather, you must accept weaknesses before strength, then work to improve them, and send positive messages to your mind, yes that I can do this work.

2- Exit your safe space and try different areas

Zone that we think is the moral place that we create for ourselves for not doing anything new, or adventure, learning a new skill or language, and not taking bold steps to change the course of study or work even if it is in the person’s interest, success is only achieved by leaving the safety zone That we created for ourselves, to be open to other difficulties and to face them.

3- Writing ideas and goals

Writing your ideas and formulating them in the form of points or in the form of a mental map, helps you to arrange your steps according to priority, and blogging helps to evaluate and develop skills over time, given the previous goals and how much you achieved, and what should be done to achieve the next goals or modify them to suit your circumstances Present, bring your paper and pen and start writing down every thought that comes to mind, no matter how simple.

4- Writing your CV

When you write a CV professionally, your strengths and weaknesses become clear to you, you remember skills that need improvement, and other skills that are forgotten over time, and you search for the deficiencies that the current job market needs in your field, it may seem that writing a CV is a routine that is not exciting at all But you will discover many hobbies and skills that have been lost in the crowd of daily life and all you have to do is polish it again.

5- Developing skills and learning

After the previous steps, the important step remains in developing your self-skills in a way that suits your own priorities and interests, and you can work on them with the resources available online, from the various platforms open source or educational courses, and the free awareness platform offers multiple courses to learn English from beginner to advanced levels, Nothing to be doubt for learning the English language has become an important skill in the job market, as it helps you to explore yourself  in a different aspect of working life. The traditional job concepts differed greatly from the previous one. You can participate in the English learning series through this link. There is the reason you want to improve your skills? In this language?