Videos 📺

MIT Introduction to Deep Learning | 6.S191

A friendly introduction to Deep Learning and Neural Networks

Machine Learning From Scratch Full course

Neural Networks Explained from Scratch using Python

How Deep Neural Networks Work

Create a Simple Neural Network in Python from Scratch

Article 📖

Neural Networks Overview

1. Introduction — Dive into Deep Learning 1.0.0-beta0 documentation

Deep Learning

Courses 🏫

Intro to TensorFlow for Deep Learning

Deep Learning Fundamentals

Code ( ML basics using python )

introduction_to_ml_with_python/01-introduction.ipynb at master · amueller/introduction_to_ml_with_python

Mindmap 🤯

https://github.com/dformoso/machine-learning-mindmap

Great Mind Maps for Learning Machine Learning - Data Analytics

An Introduction and Mindmap to Data Science

Handling Large Datasets :

Performance tips  |  TensorFlow Datasets

How to Load Large Datasets From Directories for Deep Learning in Keras - MachineLearningMastery.com

Training on Large Datasets That Don’t Fit In Memory in Keras

Batch mapping

Batch Processing 22GB of Transaction Data with Pandas