Learning Resource Links
Oct 23, 2022
·
3 min read
Language post available:
Follow below a resource list that I use to learn. This post is an organic list.
- First, a great thanks to all resources responsible cited in this.
- Any resource suggestions or corrections, let me know.
- I wish great learning to you.
- Total links: 28
1 - Get informed:
Links to inform you.
| Hacker News |
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| 👉 Social news website when users discuss computing and entrepreneurship. The best news is voted |
| Slashdot |
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| 👉 News source of technology |
| Awesome Lists |
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| 👉 Lists of awesome and interesting topics |
| Telegram Data Science, Programação e Simulação Channel |
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| 👉 Telegram channel with Machine Learning, Artificial Intelligence and Simulation news |
2 - General Programming Learning:
Links about general programming.
| FreeCodeCamp |
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| 👉 Several programming courses and certifications. Youtube channel also |
| OsProgramadores |
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| 👉 Brazilian Group for new programming learners with challenges and Telegram chat |
| Computacional |
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| 👉 Computational Thinking Brazilian portal |
| CT-STEM |
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| 👉 Northwestern University Computational STEM tools using Netlogo |
| MIT Scratch |
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| 👉 Block type programming language. Great for starters. Possible to create stories, games, and animations. Several tutorials |
| MIT App Inventor |
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| 👉 Block type programming language. Several tutorials. Create iPhone and Android apps in the browser and test them on your phone |
| Roadmaps.sh |
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| 👉 List of guides to support developers learning |
| Universidade-Livre/Ciencia-da-computacao/ |
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| 👉 Brazilian guide to computational science self-learning |
| Save Money: Learn to Code From Home |
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| 👉 a suggestion from a reader with a lot of good resources to learn to code |
| STEM Identity Resources for Women and Girls |
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| 👉 College Educated STEM resources list for Women and Girls |
| 25 of the Most Innovative Female Engineers in History |
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| 👉 Celebrating Women in Engineering, this link is a reader suggestion (thanks) |
3 - Machine Learning / Artificial intelligence:
Links about Artificial intelligence.
| Machine Learning for Everyone |
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| 👉 Great machine learning concepts summary |
| Machine learning for humans |
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| 👉 Great machine learning concepts in plain English |
| Kaggle |
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| 👉 Machine learning and Data Science portal. With competition, and Courses |
| Data Hackers |
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| 👉 Brazilian data science community, with a Slack community |
| R-Bloggers |
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| 👉 Blog that brings news and tutorials about R language |
| Kdnuggets |
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| 👉 Data Science portal with great information quantity |
| Data Science for Beginners |
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| 👉 Microsoft’s Data Science guide for beginners |
| AI Coding and Programming Tools |
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| 👉 An incredible suggestion from a reader AI Coding and Programming Tools list |
4 - Books lists:
Links about programming books list.
| Big book of R |
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| 👉 List of R language books |
| Online Programming Books |
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| 👉 Books list several computing areas |
| Green Tea Press |
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| 👉 Allen Downey books. Recommended |
5 - Data Viz Resources:
Links about Data visualization tools.
| Data Viz Project |
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| 👉 List of Graphs and their characteristics |
| R Graph Gallery |
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| 👉 List of charts implemented in R |
| Python Graph Gallery |
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| 👉 List of charts implemented in Python |
Authors
Dr. Leonardo Grando
(he/him)
Professor & Researcher
Dr. Leonardo Grando is a researcher focused on Complex Systems, Artificial Intelligence, and Agent-Based Simulation (NetLogo).
He holds a Ph.D. in Technology from UNICAMP and works as an Assistant Professor at UNASP, pushing the boundaries of Educational Technology and IoT.