Quick Introduction
1. Supervised Learning
2. Unsupervised Learning
Basic Linear Algebra needed
1. Eigenvectors
2. References
ML Models
1. Word2Vec
2. GloVe
Deep Learning
Tensorflow
1. TensorFlow.js
PyTorch
Transformers
Salesforce Einstein
Google Cloud Platform
Processing Units
1. CPU
2. GPU
3. TPU
ML Pipelines
Speedup
OpenAI
Inspirations
Datasets
1. Boston Housing
Building ML for Industries
1. Lost-Found Item Management
Hardware
1. Raspberry Pi
Conversational-AI
Transformers
1. GPT
2. Building GPT
Tools
1. Infrastructure as code

Machine Learning for Everyone!

15. Datasets

Common Crawl

The Common Crawl corpus contains petabytes of data collected since 2008.

It contains raw web page data, extracted metadata and text extractions.

Example Projects