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Monday, September 21, 2020

Learn Python, SQL & R coding with DataCamp
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DataCamp for mobile is the perfect manner to construct records technology skills at your personal pace with the highest-high-quality mastering content material taught with the aid of expert teachers—in only five minutes a day!

DataCamp for cell is designed for all talent degrees, and offers the most in-depth content material to be had inside the app shop to study Python, R, and sq.. We realize that coding at the move isn't like a desktop enjoy, that's why all of our DataCamp for cellular content material is completely optimized for seamless practice on cellular gadgets. Plus, our gamified app makes mastering facts science and analytics virtually amusing! DataCamp for mobile is likewise the great way to maintain your abilities sharp while you’re getting to know on your own—our customized on the spot feedback machine lets you analyze out of your mistakes and give a boost to new capabilities. With a DataCamp for cellular subscription, you’ll gain from:
* convenience—the very best way to construct facts science and analytics capabilities on cell.
* first-rate—we offer the best quality content to analyze records science and analytics on mobile.
* Flexibility—our content is designed for all skill ranges so you can examine at your personal tempo each time, anywhere.
* amusing—we recognize how to make gaining knowledge of a amusing enjoy!
* more exercise—support your abilities via quick practice sessions.

we're constantly launching new content material, which include new exercise workouts, flashcards, courses, and lessons.
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What You’ll study
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discover ways to code with Python
* introduction to Python: master the basics of facts technology the use of the Python programming language and the NumPy package deal for medical computing.
* Intermediate Python: degree up your records technology competencies by way of creating visualizations using Matplotlib and manipulating DataFrames with pandas.
* Python facts science Toolbox (element 1): study the artwork of writing your own functions in Python, as well as key concepts like scoping and blunders coping with.
* Python statistics technological know-how Toolbox (element 2): maintain to construct your modern-day information science talents by means of getting to know about iterators and list comprehensions.
* introduction to uploading records in Python: discover ways to import statistics into Python from various resources, which includes Excel, square, SAS, and proper from the web.
* information Manipulation with pandas: Use the world’s maximum famous Python statistics science bundle to govern facts and calculate precis statistics.
learn to code with square
* advent to sq.: master the fundamentals of querying tables in relational databases which includes MySQL, sq. Server, and PostgreSQL.
* joining records in square: join two or three tables collectively into one, combine tables the usage of set principle, and work with subqueries in PostgreSQL.
* Intermediate square: grasp the complex sq. queries necessary to reply a wide sort of data technology questions and put together sturdy records sets for analysis in PostgreSQL.
* PostgreSQL summary Stats and Window functions: learn how to create queries for analytics and data engineering with window features, the square mystery weapon!
* features for Manipulating facts in PostgreSQL: analyze the maximum crucial PostgreSQL features for manipulating, processing, and remodeling data.
* topics include choosing columns, filtering rows, combination capabilities, sorting, grouping, and joins.

learn how to code with the R programming language
* R is a programming language built in particular for running with facts.
* R is popular amongst researchers and statisticians and has a vast collection of community-contributed programs.
* advent to R: grasp the basics of data analysis through manipulating commonplace statistics systems which includes vectors, matrices, and information frames.
* Intermediate R: retain your journey to becoming an R ninja by using learning approximately conditional statements, loops, and vector capabilities.
* introduction to the Tidyverse: Get started out on the course to exploring and visualizing your own information with the tidyverse, a effective and popular series of facts technological know-how tools inside R.




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Python Exercises With Solutions

  1. Exercises on Python Strings
  2. Exercises on Python lists
  3. OOP Exercices with solutions
  4. Exercises on Python File I/O
  5. Python Dictionary Exercises
  6. Python Sets Exercises
  1. Python Arithmetic Exercises
  2. Equations & System Of Equations
  3. Polynomials and Functions
  4. Python Arithmetic Exercises 
  5. Numpy, Matplolib, Sympy , Scipy - Exercises
  6. Python Arithmetic Exercises
  1. Python GUI Tkinter Exercises



Younes Derfoufi

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