Julia Tutorial | Julia Data Science Basic Full Course [Complete Tutorial] for Beginners [2019]

This is a 4 hours long julia course, covering all the necessary tasks you need to know to start working on machine learning or data science projects in Julia.

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Dataset link - https://groups.google.com/forum/#!forum/analytics_tutorials/join


Here are the topics covered.

0:00 Julia Introduction - How to Download and Install Julia
5:18 - Your First Program in Julia
10:34 Working in Julia Environment and Taking help
16:40 Working with Julia Packages
22:13 Julia in Jupyter Notebook
29:57 Julia Variable with Airthmatic operations and evaluating variable types
42:37 Arithmetic Operator Precedence in Julia
47:56 Commenting in Julia
53:12 Writing Correct Variable Names in Julia
57:36 Arrays in Julia
1:08:02 Creating Ranges in Julia
1:14:22 Tuples in Julia
1:22:28 Working with Dictionaries in Julia
1:32:58 Working with Sets in Julia
1:43:12 Date Operations in Julia
1:53:59 Conditional Operators in Julia
2:03:44 Loops in Julia
2:21:51 Smart Loops or Comprehensions in Julia
2:30:56 String manipulation in Julia
2:41:52 Creating functions in Julia
2:55:12 Formatting numbers and string in Julia
3:03:01 Importing CSV files in Julia
3:17:45 Visualizing Data in Julia
3:33:30 Working with Databases in Julia
3:48:41 Calling Python Packages in Julia
3:53:07 Machine Learning Project in Julia


Julia Official Website - https://julialang.org/

Download Julia from here - https://julialang.org/downloads

Julia General Documentation - https://docs.julialang.org/en/v1/

Search Julia packages by category - https://juliaobserver.com/packages

Julia packages documentation - https://docs.julialang.org/en/v1/stdlib/Pkg/index.html

Best Julia Programming Books of All Time???
1.) Julia Programming Projects: by Adrian Salceanu : https://amzn.to/2AKsiY0
2.) Julia 1.0 Programming Cookbook by Bogumil Kaminski, Przemyslaw Szufel - https://amzn.to/2oem6Fb
3.) Julia for Data Science by Zacharias Voulgaris PhD : https://amzn.to/2IrayW6
4.) Getting started with Julia Programming Language by Ivo Balbaert : https://amzn.to/31JT92w
5.) Julia High performance by Avik Sengupta : https://amzn.to/2LOX6NX
6.) Julia Programming for Operations Research by Changhyun Kwon : https://amzn.to/2oTxtlK
7.) Discover Julia, a high-performance language for technical computing by Ivo Balbaert, Adrian Salceanu : https://amzn.to/30HPOzH
8.) Learning Julia Build high-performance applications for scientific computing by Anshul Joshi, Rahul Lakhanpa :
9.) Think Julia How to Think Like a Computer Scientist by Ben Lauwens, Allen B. Downey : https://amzn.to/2LKGyqe
10.) Mastering Julia 1.0 Solve complex data processing problems with Julia by Malcolm Sherrington : https://amzn.to/2LOYrEt
11.) Seven More Languages in Seven Weeks Languages That Are Shaping the Future by Bruce Tate, Ian Dees, Frederic Daoud, Jack Moffitt : https://amzn.to/332TTjh
12.) Introduction to Julia Programming For Scientists and Engineers by Dr. Sandeep Naga


Other Julia tutorials on youtube -
By Derek Banas - https://www.youtube.com/watch?v=sE67bP2PnOo
By Code basics - https://www.youtube.com/watch?v=x0lI4omOYTw&list=PLeo1K3hjS3uvHr7N7j3GcMj48SdiTa_19
By The Julia Lanugage -Introduction of Julia - https://www.youtube.com/watch?v=4igzy3bGVkQ