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https://github.com/kellyjadams/data-analytics-resources

The best resources I've found related to data analytics.
https://github.com/kellyjadams/data-analytics-resources

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The best resources I've found related to data analytics.

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README 

        
## Data Analytics Resources



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. 



### Contributing

Feel free to contribute to this list by adding links you've found helpful. Submit a Pull Request (PR) with your suggestions.



### Notes: 

- **Blog Post** - This repository complements a blog post: [Data Analytics Resources](https://www.kellyjadams.com/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. My blog post also has more affiliate links (specifically for books). 

- **Affiliate Link Disclosure**: The only links that are affiliate links (indicated with a *) are for 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.**



## Overview



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



---



## Course Platforms



- [Coursera](https://www.coursera.org/)

- [Maven Analytics](https://www.mavenanalytics.io/) 

- [freeCodeCamp](https://www.freecodecamp.org/learn/)

- [Udemy](https://www.udemy.com/)

- [Datacamp](https://www.datacamp.com/)

- [Codeacademy](https://www.codecademy.com/)

- [Analyst Builder](https://www.analystbuilder.com/) 



## Specific Courses



- [Data Analyst Bootcamp (Free)](https://youtube.com/playlist?list=PLUaB-1hjhk8FE_XZ87vPPSfHqb6OcM0cF) from [Alex the Analyst](https://www.youtube.com/@AlexTheAnalyst) 

- [Google Data Analytics Course](https://grow.google/dataanalytics/#?modal_active=none) 

- [Data with Danny Serious SQL Course](https://www.datawithdanny.com/courses/serious-sql) from [Danny Ma](https://www.datawithdanny.com/)

- [The Complete Python Bootcamp From Zero to Hero in Python](https://www.udemy.com/course/complete-python-bootcamp/)

- [Python for Data Science and Machine Learning Bootcamp](https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/)

- [The Complete SQL Bootcamp: Go from Zero to Hero](https://www.udemy.com/course/the-complete-sql-bootcamp/)

- [ChatGPT for Data Analytics](https://www.lukebarousse.com/chatgpt) from [Luke Barousse](https://www.lukebarousse.com/)

- [SQL for Data Analytics - Learn SQL in 4 Hours](https://youtu.be/7mz73uXD9DA?feature=shared)* from [Luke Barousse](https://www.lukebarousse.com/) and [Kelly Adams](https://www.kellyjadams.com/).

- [Python for Data Analyitcs - Full Course Tutorial](https://www.lukebarousse.com/a/2147873313/NY7yabZz)* from [Luke Barousse](https://www.lukebarousse.com/) and [Kelly Adams](https://www.kellyjadams.com/).

- [Excel for Data Analyitcs - Full Course for Beginners](https://www.lukebarousse.com/a/2147977813/NY7yabZz)* from [Luke Barousse](https://www.lukebarousse.com/) and [Kelly Adams](https://www.kellyjadams.com/).

- [How to Become a Data Analyst for Beginners - Under 2 Hours](https://youtube.com/playlist?list=PLXledyz7GVuI6L6NZfmwywMKXqCFd0OeK&si=TjaAAJOvN_HI9-HO)



## Practice Sites



- [DataLemur](https://datalemur.com/?referralCode=AbMUPIHm)

- [W3Schools SQL Practice Problems](https://www.w3schools.com/sql/sql_exercises.asp)

- [stratascratch](https://www.stratascratch.com/) 

- [hackerrank](https://www.hackerrank.com/)

- [leetcode](https://leetcode.com/)

- [dataexpert.io](https://dataengineer.io/questions)



## Portfolio Hosting Platforms



- [Github](https://github.com/)

- [Maven Analytics](https://www.mavenanalytics.io/showcase)

- [Tableau Public](https://public.tableau.com/app/discover)

- [Carrd.co](https://carrd.co/) 

- [novyPro](https://www.novypro.com/) (for PowerBI) 



## Sites to Find Public Datasets



- [Datahub](https://datahub.io/collections)

- [Dataset Search](https://datasetsearch.research.google.com/) 

- [Kaggle](https://www.kaggle.com/datasets) 

- [Data Gov](https://data.gov/)

- [Maven Analytics Data Playground](https://www.mavenanalytics.io/data-playground)

- [Awesome Public Datasets](https://github.com/awesomedata/awesome-public-datasets)

- [Datacamp Datasets](https://www.datacamp.com/workspace/datasets)

- [NASA Data](https://data.nasa.gov/)

- [Google BigQuery](https://cloud.google.com/bigquery/docs/sandbox)



## YouTube Channels



- [Alex the Analyst](https://www.youtube.com/c/AlexTheAnalyst)

- [Tina Huang](https://www.youtube.com/channel/UC2UXDak6o7rBm23k3Vv5dww/featured) 

- [Luke Barousse](https://www.youtube.com/c/LukeBarousse)

- [Ken Jee](https://www.youtube.com/@KenJee_ds/featured)

- [sqlbelle](https://www.youtube.com/c/sqlbelle)



## LinkedIn Creators



- [Danny Ma](https://www.linkedin.com/in/datawithdanny/) 

- [Avery Smith](https://www.linkedin.com/in/averyjsmith/) 

- [Albert Bellamy](https://www.linkedin.com/in/bellamy-al/) 

- [Vin Vashishta](https://www.linkedin.com/in/vineetvashishta/)  

- [Christian Wanser](https://www.linkedin.com/in/christian-wanser/) 

- [Annie Nelson](https://www.linkedin.com/in/annie-nelson-analyst/) 

- [Megan Lieu](https://www.linkedin.com/in/meganlieu/)

- [Chris French](https://www.linkedin.com/in/chris-french-data/)

- [Jess Ramos](https://www.linkedin.com/in/jessramosmsba/)

- [Matt Mike](https://www.linkedin.com/in/matthewmike/)

- [Lauren Rosenthal](https://www.linkedin.com/in/lauren-rosenthal/)

- [Amna Ahmed](https://www.linkedin.com/in/amna-ahmed3282/)

- [Margaret Efron](https://www.linkedin.com/in/mnefron/)

- [Meri Nova](https://www.linkedin.com/in/meri-bozulanova/) 

- [Drew Mooney](https://www.linkedin.com/in/drew-mooney-data/) 

- [Mary Knoeferl](https://www.linkedin.com/in/mary-knoeferl/)

- [Kelly Adams](https://www.linkedin.com/in/kellyjianadams/)

- [Dawn Choo](https://www.linkedin.com/in/data-dawn/)



## Podcasts



- [Data Career Podcast](https://anchor.fm/datacareerpodcast) 

- [How to Get an Analytics Job](https://www.youtube.com/@howtogetananalyticsjob336/featured)

- [SuperDataScience Podcast](https://www.superdatascience.com/podcast) 

- [Data Bytes](https://www.womenindata.org/podcast) 

- [Data Ideas Podcast](https://open.spotify.com/show/5pYsyJRoNStY1a6Ubw38v5?si=77c0959f2992402b)

- [Data Skeptic](https://dataskeptic.com/) 

- [Data Driven](https://datadriven.tv/) 

- [Analytics Power Hour](https://analyticshour.io/)

- [Data & Impact](https://podcasts.apple.com/us/podcast/data-impact-a-passion2knowledge-experience/id1431897021)

- [Women in Data Science Worldwide](https://www.widsworldwide.org/get-inspired/podcasts/)

- [The Data Scientist Show](https://www.youtube.com/c/thedatascientistshow)

- [Women Lead Data Podcast](https://www.secoda.co/podcast)

  

## Websites



- [Career Foundry (Data Analytics Blog)](https://careerfoundry.com/en/blog/data-analytics/)

- [freeCodeCamp news](https://www.freecodecamp.org/news/)

- [Towards Data Science](https://towardsdatascience.com/) on Medium

- [Scaler Blogs](https://www.scaler.com/blog/category/data-science-business-analytics/) 



## Books



### Data Careers

- [Ace the Data Science Interview](https://a.co/d/64kIImN) by Nick Singh and Kevin Huo 

- [How to Become a Data Analyst](https://a.co/d/3BUp5m4)  by Annie Nelson



### Technical Books

- [Python for Data Analysis (3rd Edition)](https://amzn.to/48jSwj7) by Wes McKinney 

- [SQL for Data Analysis](https://a.co/d/63MeilT) by Cathy Tanimura

- [Practical Statistics for Data Scientists (2nd Edition)](https://a.co/d/1YkZaab) by Peter Bruce, Andrew Bruce, Peter Gedeck

- [Essential Math for Data Science](https://a.co/d/iIWzb5C) by Thomas Nield

- [Modern Data Analytics in Excel](https://a.co/d/6Wld3qf) by George Mount

- [Excel 365 Bible](https://a.co/d/gZPOpZJ) by Michael Alexander, Dick Kusleika

- [The Definitive Guide to DAX](https://a.co/d/b90GT5B) by Marco Russo, Alberto Ferrari

- [Master Your Data with Power Query in Excel and Power BI](https://a.co/d/0dCssYI) by Miguel Escobar, Ken Puls



### Soft Skills Books

- [Storytelling with Data](https://a.co/d/bLLoTsK) by Cole Nussbaumer Knaflic

- [Fierce Conversations](https://a.co/d/6ssUZ9E) by Susan Scott

- [How to Talk to Anyone](https://a.co/d/cncBCCT) by Leil Lowndes

- [Extreme Ownership](https://a.co/d/hDXMGZ9) by Jocko Willink, Leif Babin

- [Never Split the Difference](https://a.co/d/i5pbWsn) by Chris Voss, Tahl Raz

- [Influence: The Psychology of Persuasion](https://a.co/d/3dpOQP5) by Robert B. Cialdini

- [Start with Why](https://a.co/d/bBB3p8L) by Simon Sinek by Simon Sinek

- [Dare to Lead](https://a.co/d/2dyQFhP) by Brené Brown

- [In Search of Excellence](https://a.co/d/4wJlKzP) by Thomas J. Peters, Robert H. Waterman Jr.

- [The No Asshole Rule](https://a.co/d/ieF4WlE) by Robert I. Sutton



### Misc

- [How to Lie with Statistics](https://a.co/d/6AaKxB7) by Darrell Huff 

- [How Charts Lie](https://a.co/d/fwnyO3j) by Alberto Cairo

- [Becoming a Data Head](https://a.co/d/4fB31Aw) by Alex J. Gutman and Jordan Goldmeier



## Newsletters



- [The Automated](https://www.theautomated.co/) 

- [Data Dad](https://www.datadad.io/tdhnewsletter)

- [The Query](https://newsletter.thequery.io/)

- [The Data Career](https://thdatapoint.substack.com/)

- [Jess Ramos Data](https://jess-ramos-data.ck.page/)



## Discord Communities



- DataFrenchy Community - Created by [Chris French](https://www.linkedin.com/in/chris-french-data/))

- [Break into Data](https://discord.gg/kqQDVdhqFf) - Created by [Meri Nova](https://www.linkedin.com/in/meri-bozulanova/))

- [Data in Motion](https://discord.gg/nsfMTQqqeA) - Created by [Kedeisha Bryan](https://www.linkedin.com/in/kedeishabryan/))