# Resources

#### Here is a up-to-date collection of resources that I have personally found helpful in my data science journey.

#### This list is as much for me as it is for you.

## Courses

Python for Data Science and Machine Learning Bootcamp

Python for Time Series Data Analysis

Deep Learning with Python and Keras

Probability and Statistics for Business and Data Science

The Complete SQL Bootcamp 2020

Complete Guide to TensorFlow for Deep Learning with Python

## Python

## Machine learning

Machine learning flashcards

Chris Albonβs resources

### Recommender systems

LightFM

TensorFlow recommenders

## Statistics

Comparison of two means

Confidence intervals for means

When to use a z-test or t-test

List of distributions