Awesome “Free” YouTube Courses

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

  1. Statistics:
    Khan Academy on YouTube
    https://lnkd.in/gBgs3Rh
  2. Probability:
    Khan Academy on YouTube
    https://lnkd.in/grJ2FK4
  3. Linear Algebra:
    Khan Academy on YouTube
    https://lnkd.in/gQbQscg
  4. Computer Programming:
    Python Basics 1
    https://lnkd.in/guvzxPH
    Python Basics 2
    https://lnkd.in/gqrdNfH
    Python by Datacamp on YouTube
    https://lnkd.in/ggzyPeY
    R by Datacamp on YouTube
    https://lnkd.in/gRGTUPi
  5. Machine Learning
    Andrew Ng
    https://lnkd.in/gJbvMdU
    Stanford CS 229
    https://lnkd.in/gb6arvb
  6. Deep Learning
    DeepLearning.ai on YouTube
    https://lnkd.in/ges2xZ2
    Stanford CS230
    https://lnkd.in/ghDFV6D
    Google on YouTube
    https://lnkd.in/gQpQsks

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…
— Read on towardsdatascience.com/python-is-slowly-losing-its-charm-9ca652726492

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…
— Read on towardsdatascience.com/data-wrangling-in-pandas-a-downloadable-cheatsheet-84326d255a7b

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…
— Read on towardsdatascience.com/build-a-fully-production-ready-machine-learning-app-with-python-django-react-and-docker-c4d938c251e5