Google ML Course

Machine Learning Crash Course with TensorFlow APIs, Google

https://developers.google.com/machine-learning/crash-course/

Google ML Crash Course prerequisites

https://developers.google.com/machine-learning/crash-course/prereqs-and-prework

NumPy UltraQuick Tutorial

https://colab.research.google.com/github/google/eng-edu/blob/main/ml/cc/exercises/numpy_ultraquick_tutorial.ipynb?utm_source=mlcc&utm_campaign=colab-external&utm_medium=referral&utm_content=mlcc-prework&hl=en

Pandas DataFrame UltraQuick Tutorial.ipynb

https://colab.research.google.com/github/google/eng-edu/blob/main/ml/cc/exercises/pandas_dataframe_ultraquick_tutorial.ipynb?utm_source=mlcc&utm_campaign=colab-external&utm_medium=referral&utm_content=mlcc-prework&hl=en

Google Machine learning foundations 1/10

https://www.youtube.com/watch?v=_Z9TRANg4c0&list=PLOU2XLYxmsII9mzQ-Xxug4l2o04JBrkLV

Concise Google ML Crash Course

https://www.youtube.com/playlist?list=PLd1MtXnMe1Bt_QyShP3zt0cg-_CPAlLos

Machine Learning for Everybody – Full Course, freecodecamp

https://www.youtube.com/watch?v=i_LwzRVP7bg

A friendly introduction to linear algebra for ML (ML Tech Talks), Google TensorFlow

https://www.youtube.com/watch?v=LlKAna21fLE

Linear Algebra for Beginners | Linear algebra for machine learning, Geeks Lesson

https://www.youtube.com/watch?v=kZwSqZuBMGg

Linear Algebra for Beginners | Linear algebra for machine learning, Geeks Lesson

https://www.youtube.com/watch?v=kZwSqZuBMGg

Lecture 3.3 Linear Algebra Review | Matrix Vector Multiplication   Machine Learning | Andrew Ng

https://www.youtube.com/watch?v=gPegoVYp64w

Python NumPy Tutorial for Beginners, freecodecamp

https://www.youtube.com/watch?v=QUT1VHiLmmI

Machine Learning for Everybody – Full Course, freecodecamp

https://www.youtube.com/watch?v=i_LwzRVP7bg

Corey Schaffer 1/11

Python Pandas Tutorial (Part 1): Getting Started with Data Analysis - Installation and Loading Data

https://www.youtube.com/watch?v=ZyhVh-qRZPA&list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS

Pandas Tutorial : Pandas Full Course, Derek Banas

https://www.youtube.com/watch?v=PcvsOaixUh8

NumPy and Pandas Tutorial | Data Analysis With Python | Python Tutorial for Beginners | Simplilearn

https://www.youtube.com/watch?v=FniLzpaSFGk

NumPy Tutorial : Numpy Full Course, Derek Banas

https://www.youtube.com/watch?v=8Y0qQEh7dJg

A Gentle Introduction to Pandas Data Analysis (on Kaggle)

https://www.youtube.com/watch?v=_Eb0utIRdkw&t=217s