Google Datalab Exploration, Analysis, Data Visualization, and Machine Learning

Google Datalab Exploration, Analysis, Data Visualization, and Machine Learning

Google Datalab Exploration

An interactive tool that is easy to use for exploration, analysis, data visualization, and machine learning.

Google today launched Cloud Datalab. Cloud Datalab is an interactive and reliable tool created to explore, analyze, transform, and visualize data and create machine learning models on the Google Cloud Platform. This tool can run on Compute Engine and easily connect to many cloud services so you can focus on your data science tasks.

Google Datalab Exploration, Analysis, Data Visualization, And Machine Learning
Google Datalab Exploration, Analysis, Data Visualization, And Machine Learning

This service uses a Jupyter notebook (formerly known as IPython), a format that allows you to create documents with direct code and visualization. Jupyter is quite famous in the world of data science, and a growing ecosystem has developed around it, which should make this new Google tool easier too.

To get started, you must first use Cloud Datalab as an App Engine application – and that’s where fees for using the service will enter after the free beta period (Google has not released pricing information). After completion, you can start a new project and prepare a new notebook; This service will come with several notebooks installed to help you get started.

What’s cool here is that Datalab is open source, and developers who want to extend it can only cut it and/or send pull requests on GitHub.

Integrated & open source

Cloud Datalab was built on Jupyter (formerly IPython), which has a thriving module ecosystem and a strong knowledge base. Cloud Datalab allows analysis of your data in BigQuery, Cloud Machine Learning Engine, Compute Engine, and Cloud Storage using Python, SQL, and JavaScript (for user-defined BigQuery functions).


Whether you are analyzing data in megabytes or terabytes, Cloud Datalab can help you. Query terabytes of data in BigQuery, run a local analysis of sample data and run training tasks on terabytes of data in the Cloud Machine Learning Engine without problems.

Data management and visualization

Use Cloud Datalab to get information from your data. Explore, transform, analyze, and visualize your data interactively using BigQuery, Cloud Storage, and Python.

Machine learning with process cycle support

Departing from data to machine learning (ML) models that are deployed and ready for prediction. Explore data, create, evaluate, and optimize machine learning models using TensorFlow or Cloud Machine Learning Engine.

8 Google Datalab features that you should know about


Cloud Datalab simplifies data processing with BigQuery Cloud, Cloud Machine Learning Engine, Cloud Storage, and Stackdriver Monitoring. Authentication, cloud computing, and source control have been handled since the initial use.

Multilingual support

Cloud Datalab currently supports Python, SQL, and JavaScript (for user-defined BigQuery functions).

Format the notebook

Cloud Datalab combines code, documentation, results, and visualizations into one in an intuitive notebook format.

Price per use

Simply pay for the cloud resources you use: VM Compute Engine, BigQuery, and other additional resources used, such as Cloud Storage.

Interactive data visualization

Use Google Charting or matplotlib to facilitate visualization.

Machine learning

Supports TensorFlow-based deep ML models in addition to sci-kit-learn. Scale training and predictions through a special library for the Cloud Machine Learning Engine.

IPython support

Datalab is based on Jupyter (formerly called IPython) so you can use many existing packages for statistics, machine learning, etc. Learn from published notebooks and exchange tips with the busy IPython community.

Open Source

Developers who want to expand Datalab can copy and / or submit pull requests to projects hosted on GitHub.

Cloud Datalab Pricing

There are no fees to use Google Cloud Datalab. However, you pay for any Google Cloud Platform resources you use with Datalab Cloud, for example:

Calculate resources:
You are charged from the time of creation until the removal of the Cloud Datalab VM virtual machine. The default Cloud Datalab VM machine type is n1-standard-1, but you can choose a different machine type. You are also charged for the 20GB Standard Persistent Disk, which is used as a Boot Disk, and the 200GB Standard Persistent Disk, where the user’s notebook is stored (see Storage resources). The 20GB boot disk is deleted when the VM instance is deleted, but the 200GB disk remains after the VM deletion until you delete it. The following command removes VM instances and 20GB boot disks and 200GB user notebook disks.

Storage resources: Notebooks are saved to Persistent Disk and are backed up to Google Cloud Storage (see Determination of persistent disk prices and Cloud Storage prices).

Data Analysis Services: You are charged with Google BigQuery fees when issuing SQL questions in the Cloud Datalab notebook (see BigQuery Prices). Additionally, when you use Google Cloud Machine Learning, you may be charged for Cloud Learning Machine and / or Google Cloud Dataflow.

Other resources: You may be charged for other API requests that you make in the Cloud Datalab notebook environment. This fee will vary according to the API.

If you are interested and want to do calculations, we provide Google Cloud Pricing Calculator

Getting Started with the Google Cloud Platform. The following video explanation

Adobe creative cloud download, Support for Windows and macOS

Adobe creative cloud download, Support for Windows and macOS

Adobe creative cloud all apps

Adobe creative cloud all apps, who does not know Adobe software? Among the most famous are Photoshop, Premiere, Lightroom or Acrobat. They are often, if not always, the benchmark in their respective fields. Everyone knows that these are professional software and that as such the price of licenses also plays in the big leagues. Only the era of license purchases is over, the time is for monthly payment, which in some cases can drastically reduce

Adobe Creative Cloud Download, Support For Windows And MacOS
Adobe Creative Cloud Download, Support For Windows And MacOS

What is Adobe Creative Cloud?

The strength of Adobe Creative Cloud lies in the diversity of subscription plans offered. Thus, if there are formulas dedicated to SMEs, large companies or schools, we will focus here only on those made for individuals and students. So let’s cut the suspense short: $ 59.99. This is the price of the monthly subscription to have all Adobe software at your disposal. Nearly 60 euros per month, this may seem expensive, but you have to keep in mind that for this price you get access to Photoshop, Lightroom, Premiere Pro, Illustrator, InDesign, After Effects, Acrobat Pro, Stock, XD et and if some names don’t mean anything to you, don’t worry, we’ll go into detail later in this article.

Students will be treated even better, since the monthly subscription is $ 29.99 and even $ 19.50 the first year. However, you will have to justify your status, either by using the email address of your school / university, or by providing a supporting document, such as a student card, a transcript or a certificate of registration.

However, you may not want all of the software. No problem, Adobe has thought of you. It is possible to take out a subscription for only one software. The price then varies from $ 5.99 to $ 23.99 per month depending on the software. InCopy for example costs $ 5.99, Premiere Rush costs $ 11.99 and professional software like Photoshop costs $ 23.99 per month.

There is also a pack for photographers, it is so interesting that it will be the subject of its own article.

These amounts are subject to annual subscription conditions. The monthly rates are a little less advantageous. The invoice goes from $ 59.99 to $ 89.99 for an individual subscription.

What are the tools in this Adobe Creative Suite?

1. Photoshop

Difficult to present Photoshop as its reputation precedes it. It is neither more nor less than the most famous imaging software in the world. It brings together all the graphic tools necessary for the creation and retouching of 2D and 3D images. Thousands of brush and brush options will turn your screen into a ready-to-paint canvas. And if you prefer to work on an existing base, Photoshop is an excellent tool for merging images, for reworking them, for restoring old photos, etc.

2. Lightroom

Ligthroom is also an essential software for all photography enthusiasts. The Creative Cloud suite contains two versions of Lightroom: the normal version and the Classic version. Classic is the PC version that will allow you to work on your photos from your computer, whether or not connected to the Internet. It is the ideal tool if you want to work on your vacation photos during your trip, on the train, on the plane or in a hotel that has a fickle WiFi. The version simply named Lightroom is actually an online service that will allow you to modify, classify and store your photos directly from the Adobe cloud. However, the photo editing features are not as advanced as in the Classic version. Among the available formulas, you can choose between 20GB and 1TB of available storage space. The version including all the software will give you 100GB of storage.

3. Illustrator

Illustrator is one of those essential software for professional graphic designers. It is the software which defines the standard of vectorial drawing. AI, for friends, is the perfect tool for creating logos, anything related to typography, and any other design intended to be printed on a business card than on a 4 x 3 meter billboard.

4. InDesign

InDesign is Illustrator’s best friend. Once the logos have been created, the fonts have been chosen, it is time for the layout and this is where InDesign comes in. It’s up to you to create stylish CVs or complete magazines. The solutions are limitless, especially thanks to the integration of other tools in the suite such as InCopy which allows the involvement of writers or translators for example.

5. Adobe Premiere

The Creative Cloud suite includes, like Lightroom, two versions of Premiere intended for two very distinct uses. Premiere Pro is professional editing software for PC and Mac. Combined with After Effects for visual effects or Audition for sound effects, it is a tool of choice for experienced videographers. Premiere Rush is both an application for smartphones and tablets, and software. The goal is to simply be able to film, edit and share videos on social networks like Facebook or Instagram or video platforms like Youtube in a few clicks. Note that there are 2 other versions of Premiere that are not part of the subscription: Premiere Element, software sold € 99 in simple license, much lower than Premiere Pro in terms of possibility, and Premiere Clip,

Getting started Adobe Creative Cloud?

So much for the major graphics software, but Adobe Creative Cloud covers more than this purely graphic aspect. Indeed, we find among the available software web creation tools like Dreamweaver or Spark, interface creation tools like XD or a whole bunch of tools which make it possible to simplify the daily life of the creators whether it is for work in team with InCopy or Anywhere, to obtain resources with Font or Stock. But we must not forget that Creative Cloud is intended primarily for professionals and that as such it is not surprising to find a dozen tools oriented to marketing, customer analysis, advertising, monetization etc. Finally, since Adobe is at the origin of PDF, its Acrobat software, among others, have a good place in this suite.

Adobe offers you a free 7-day trial. Please note, after this free trial period, payment is made immediately (this is why you will be asked for your credit card details / paypal account at the time of registration). This will allow you to test the software or software you want for a few days, the time to get an idea. So just create an account, choose what type of subscription plan you want, and finally which payment method you prefer (credit cards or Paypal). You can cancel this payment after 7 days if you choose another solution.

Then, you just have to download the Adode Creative Cloud software which will allow you to download the software available in the plan to which you have just subscribed. You will notice 2 types of icons. The square corner icons are classic software and the rounded corner icons are for cloud tools.

Adobe Creative Cloud Download Free

Creative Cloud Desktop App

1. Download Windows Installer:

*Windows 10 (64-bit)

*Windows (all other versions)

2. Download macOS Installer:

*macOS v10.12 or later

*macOS v10.11 or earlier