The Breaking Into Data Handbook

In this repo you will find valuable resources to get you started in
Data Analytics, Data Science, Data Engineering, Machine Learning and Computer Science.

This is an open source effort.
Please add any links you have found helpful with PR!

P.S. Don't be overwhelmed.
Find what works for you.
And stick to it every day!

Here you will find:

• Courses
• Books
• Communities
• Hackathons
• Projects
• Content Creators to follow
• Podcasts
• Newsletters

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Courses:

Free:

Kaggle Courses
Deep Learning with Fast AI Leetcode Challenges
Weights and Biases deployment
Langchain LLM development
Harvard Online Data Science Courses
Coursera Data Science Courses
Alex Freberg's Data Analyst Boot Camp

Paid:

DataExpert.io
Lonely Octopus
Analyst Builder
Codecademy
Data Camp
Data With Danny

Books

Ace The Data Science Interview
Building a Second Brain - Excellent guide for Productivity
Data Science Fundamentals by Joe Reis & Matt Housley
Designing Machine Learning Systems by Chip Huyen
Naked Statistics

Communities

Accountability with Meri Nova
Cohere Community
Roboflow Universe Community for Computer Vision ML
Chip Huyen's MLOps Community
EcZachly Data Engineering Community
DataTalks Club

Hackathons

Hackathons hosted by Lablab
DevPost Hackathons

Free Projects

Kaggle Datasets
Project Pro
Data Camp Projects

Content Creators :

Linkedin :

Meri Nova - Data Science
Zach Wilson - Data Engineer
Daliana Liu - Data Science
Alex Freberg - Data Analytics
Jess Ramos - Data Analytics
Megan Lieu - Data Analytics
Danny Ma - SQL
Vin Vashishta - AI
Nick Singh - SQL & Interviews
Sundas Khalid

Youtube:

Alex the Analyst
Charlotte Fraza - Computational Neuroscience
ByteByteGo System Design
Data with Zach
Ken Jee
Tina Huang
StatQuest by Josh Starmer

Tiktok:

Zach Wilson
Alex Freberg
Charlotte Fraza

Twitter

Alex Freberg
Zach Wilson
Daliana Liu
Vin Vashista
Nick Singh

Podcasts

Gradient Dissent by WDB DataFramed Podcast
Towards Data Science Podcast
Practical AI
Chai Time Data Science
The Data Scientist Show

Newsletters

Towards Data Science Data Engineering Newsletter
ByteByte Go Newsletter System Design
Data Analysis Journal by Olga
Marvelous Mlops Newsletter
Ahead of AI by Sebastian Raschka
Underfitted by Santiago