AI/Datascience studies

I'm trying to use this repository to add my current notes and study flow to github, in order to simplify the organization of the topics i am studying and keeping them easier

Sources

Mathematics for Deep Learning

• Source
• Index:
  • Part 2
  • Part 3
  • Part 4
  • Part 5
  • Part 6

Tensorflow

• Source
• Index:
  • Tensors

Google

• Source
• Foundational courses:
  • Introduction to Machine Learning (Source)
    • What is Machine Learning
    • Machine Learning Crash Course
      1. Linear Regression
         • Linear Regression
         • Loss
         • Gradient Descent
         • Hyperparameters
         • Exercise Notes
      2. Logistic Regression
         • Calculating a probability
         • Loss and regularization

Coding notes

• Activation Functions
• Useful Libraries and Modules

Analyzing EDA's

• jorgeluizfigueira/indicium-lighthouse