Below are the best resources I've found related to data analytics whether it's learning new skills, hosting a portfolio, or get inspiration from creators. While most of the links focus data analytics there's some that relate to data science. Since there's so much overlap between data disciplines.
Feel free to contribute to this list by adding links you've found helpful. Submit a Pull Request (PR) with your suggestions.
- Blog Post - This repository complements a blog post: Data Analytics Resources. The repo only has links and can contain links to resources I haven't personally used, while the blog post only includes resources I'm familiar with. I regularly update my blog with new resources and detailed commentary.
- Affiliate Link Disclosure: There's two resource that contains an affiliate link (indicated with a *). This is for the courses I've created. Purchasing through this affiliate link gives me a small commission at no extra cost to you. This support lets me to continue creating and sharing content. Thank you for your support! All other links on this readme are non-affiliate links.
Here you will find:
- Course Platforms
- Specific Courses
- Practice Sites
- Portfolio Hosting Platforms
- Sites to Find Datasets
- Youtube Channels
- LinkedIn Creators
- Podcasts
- Websites
- Books
- Newsletters
- Data Analyst Bootcamp (Free) from Alex the Analyst
- Google Data Analytics Course
- Data with Danny Serious SQL Course from Danny Ma
- The Complete Python Bootcamp From Zero to Hero in Python
- Python for Data Science and Machine Learning Bootcamp
- The Complete SQL Bootcamp: Go from Zero to Hero
- ChatGPT for Data Analytics from Luke Barousse
- SQL for Data Analytics - Learn SQL in 4 Hours* from Luke Barousse and Kelly Adams.
- Python for Data Analyitcs - Full Course Tutorial* from Luke Barousse and Kelly Adams.
- How to Become a Data Analyst for Beginners - Under 2 Hours
- Github
- Maven Analytics
- Tableau Public
- Carrd.co
- novyPro (for PowerBI)
- Datahub
- Dataset Search
- Kaggle
- Data Gov
- Maven Analytics Data Playground
- Awesome Public Datasets
- Datacamp Datasets
- NASA Data
- Google BigQuery
- Danny Ma
- Avery Smith
- Albert Bellamy
- Vin Vashishta
- Christian Wanser
- Annie Nelson
- Megan Lieu
- Chris French
- Jess Ramos
- Matt Mike
- Lauren Rosenthal
- Amna Ahmed
- Margaret Efron
- Meri Nova
- Drew Mooney
- Mary Knoeferl
- Kelly Adams
- Data Career Podcast
- How to Get an Analytics Job
- SuperDataScience Podcast
- Data Bytes
- Data Ideas Podcast
- Data Skeptic
- Data Driven
- Analytics Power Hour
- Data & Impact
- Women in Data Science Worldwide
- The Data Scientist Show
- Women Lead Data Podcast
- Storytelling with Data by Cole Nussbaumer Knaflic
- Ace the Data Science Interview by Nick Singh and Kevin Huo
- How to Become a Data Analyst by Annie Nelson
- Becoming a Data Head by Alex J. Gutman and Jordan Goldmeier
- How to Lie with Statistics by Darrell Huff
- How Charts Lie by Alberto Cairo
- DataFrenchy Community (created by Chris French)
- Break into Data (created by Meri Nova)
- Data in Motion (created by Kedeisha Bryan)