Awesome “Free” YouTube Courses

Learn Data Science in 6 Steps with these 12 Awesome “Free” YouTube Courses

  1. Statistics:
    Khan Academy on YouTube
  2. Probability:
    Khan Academy on YouTube
  3. Linear Algebra:
    Khan Academy on YouTube
  4. Computer Programming:
    Python Basics 1
    Python Basics 2
    Python by Datacamp on YouTube
    R by Datacamp on YouTube
  5. Machine Learning
    Andrew Ng
    Stanford CS 229
  6. Deep Learning on YouTube
    Stanford CS230
    Google on YouTube

Python is Slowly Losing its Charm | by Jason Dsouza | Oct, 2020 | Towards Data Science

Ever since Python was released in the early 1990s, it has generated a lot of hype. Sure, it took the programming community at least 2 decades to appreciate its existence, but since then, it has far…
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A Cheatsheet for Data Wrangling using Pandas | by Aseem Kashyap | Sep, 2020 | Towards Data Science

Following acquisition of raw data, data wrangling is the most essential step to transform raw data into more functional form for data analysis, model building and data visualization. If involves…
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Build a fully production ready machine learning app with Python Django, React, and Docker | by Mausam Gaurav | Sep, 2020 | Towards Data Science

Familiarity with Python, JavaScript, HTML, CSS, and some basic Linux commands. Although I would try to explain everything as much as I can, if you have some difficulty in understanding any concept…
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