Data Science

Blog posts

A collection of learning resources for the AI world
A workflow for creating a Docker image with support for TensorFlow, PyTorch, and GPU

Reading: Hands-On ML - Quick notes (Chapter 10 — 13) draft

Dataquest - Data Scientist path draft

Reading: Hands-On ML - Quick notes (Chapter 13 —) draft

Reading: Hands-On ML - Chap 2: End-to-End ML Project

Reading: Hands-On ML - Chap 1: The ML Landscape

Reading: Hands-On ML - Quick notes (Chapter 4 — 9)

Reading: Hands-On ML - Chap 3: Classification

PostgreSQL and sqlalchemy things draft

DS & ML with Mac M1

[Check] Quick Equation

Jupyter notebook

Date / Time discrete note (DS)

Time Series discrete note draft

Tensorflow

Resources for DS & ML & DL

Data Combining

Datasets Collection

PyTorch draft

Earth mover’s distance

tsfresh draft

Data Overview

Data Processing & Cleaning

Data Aggregation