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Python for MATLAB Fans From Newbie to Superb

سرفصل های دوره

1. Introduction
  • 1. MATLAB versus Python - Why do I need to make the switch
  • 2. Getting Started with Python and PyCharm
  • 3.1 A tool for converting Matlab codes into Python codes.html
  • 3.2 MATLAB-to-Python-Paper_.pdf
  • 3.3 NumPy (Python Package) for MATLAB users.html
  • 3. How to Install Python on Windows and Configure PyCharm Interpreter
  • 4. Python - Conditions Inputs Strings and Integers
  • 5. Python - List Indexing Strings and Palindrome Detection
  • 6. Python - Functions and Booleans
  • 7. Python - While Loops and the Random Library
  • 8. Python - Lists For Loops and the Modulo Operator
  • 9. Python - List Comprehension and Nested For Loops
  • 10. Linked Lists in Python - Intro and Demo
  • 11. Binary Search in Python - Intro and Demo
  • 12. Binary Search Trees in Python - Intro and Demo
  • 13. Recursion - Intro and Demo
  • 14. Memoization and Recursion in Python
  • 15. RegEx in Python - Intro to Regular Expressions
  • 16. Command Line Parsing Arguments in Python with Argparse - Intro and Demo
  • 17. How to Do Linear Regressions in Python
  • 18. How to Fit Custom Trendlines in Python
  • 19. How to Solve Ordinary Differential Equations (ODEs) in Python
  • 20. How to Solve Coupled Differential Equations ODEs in Python
  • 21. Programmatically Calculating Permutations
  • 22. Calculate R squared in Python
  • 23. Calculate FDR Adjusted P-values in Python - Benjamini Hochberg Procedure
  • 24. Schedule Python Scripts in Windows
  • 25. Python Unit Testing Tutorial
  • 26. Anova and Tukey Tests in Python for Data Science!
  • 27. Jenkins and Github Python Pipeline Tutorial
  • 28. How to Upgrade pip in Windows

  • 2. Tech Tutorials related to building real life production applications with Python
  • 1. Adding Microsoft Authentication to Flask Python Web Application
  • 2. Adding Okta Authentication to a Web Application
  • 3. Airflow Docker Set Up Guide
  • 4. AWS OpenSearch Python Client Remote Cluster Authentication
  • 5. Bulk Importing JSON into ElasticSearch and Kibana
  • 6. Creating a Flask Web Server in EC2 on the AWS Free Tier from scratch!
  • 7. Creating Your First Airflow DAG for External Python Scripts
  • 8. Deploying Flask Applications to Heroku with Gunicorn
  • 9. Elasticsearch Bulk API Walkthrough
  • 10. ElasticSearch PHP Client
  • 11. Google Cloud Platform Flask Python App Deployment
  • 12. Hosting a free website in S3 on AWS
  • 13. How to test Tasks in Airflow
  • 14. How to build Docker Images for a Flask App
  • 15. Parsing Query String Parameters from Lambda Functions in AWS
  • 16. Testing Python Projects in AWS Using CodeBuild with Pytest.m
  • 17. YouTube API Walkthrough with Authentication from OAuth 20 Client IDs
  • 18. How do we talk to computers
  • 19. How to use and process Matrix and Array data types in Python
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    تاریخ انتشار: 23 اسفند 1401
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