#Python #DataScience #Statistics #MachineLearning #DataAnalysis #JupyterNotebooks #OpenSource #LearnToCode #DataVisualization #FreeBook
- Hands-On Learning: Transform raw data into insights using Python. Perfect for coders who want to dive into stats without drowning in formulas!
- Real-World Case Studies: Analyze datasets from the National Institutes of Health and more. Learn by doing, not just theorizing!
- Jupyter Notebooks Included: Every chapter comes with interactive notebooks—run code, tweak examples, and solve exercises seamlessly. Ideal for Colab or local setups!
- Cutting-Edge Topics: Explore regression, time series analysis, survival analysis, and Bayesian methods. Level up your data science toolkit!
- Free & Open Source: Licensed under Creative Commons (CC BY-NC-SA). Download the PDF, fork the GitHub repo, and start learning today!
- Python devs eager to add stats/data skills.
- Data enthusiasts craving practical, code-driven analysis.
- Educators seeking a modern, interactive stats resource.
https://allendowney.github.io/ThinkStats/
#DataDriven #CodeFirst #StatsInPython #FreeLearning — Turn data into wisdom, one line of Python at a time!
https://t.iss.one/CodeProgrammer
Please open Telegram to view this post
VIEW IN TELEGRAM
👍13❤5💯1
#Python #LearnPython #Coding #JupyterNotebooks #OpenSource #FreeLearning #DataScience #Programming #TechEducation #AllenDowney #ThinkPython
- Learn by Doing: Perfect for beginners and coders upgrading to Python 3! Hands-on examples, exercises, and projects.
- Jupyter Notebook Edition: Entire book redesigned as interactive notebooks! Run code, visualize results, and experiment live.
- Free & Open Source: Licensed under CC BY-NC-SA—download, share, and contribute!
- From a Pro: Authored by Allen Downey, computer science professor and creator of the legendary *Think Series* (*Think Stats*, *Think Bayes*).
- Clear & Engaging: Simplifies complex concepts with humor and real-world analogies.
- Updated for modern Python 3 practices.
- Fully integrated Jupyter notebooks for interactive learning.
- Expanded exercises and case studies.
- New programmers starting with Python.
- Educators teaching coding or data science.
- Data enthusiasts who want to code smarter.
#Python3 #CodeForFree #InteractiveLearning — Unlock Python’s power, one notebook at a time!
https://t.iss.one/CodeProgrammer
Use
Please open Telegram to view this post
VIEW IN TELEGRAM
👍10❤7💯2👎1
Applied Machine Learning in Python: a Hands-on Guide with Code 🧠
🚀 Exciting news! free, online e-book has been updated with fresh theory 📕 , detailed illustrations 🎨 , well-documented demos 📝 , links to YouTube lectures 🎥, and interactive dashboards 📊 !
Each chapter is downloadable📥 , making it easy for you to dive in, learn, and complete your #DataScience projects efficiently! 🧑💻
Explore it now: https://geostatsguy.github.io/MachineLearningDemos_Book/intro.html
#DeepLearning #Python #MachineLearning #AI #DataAnalytics #TechEducation #FreeLearning #Ebook #DataVisualization #Coding #STEM #TechCommunity #LearnToCode
https://t.iss.one/CodeProgrammer
Each chapter is downloadable
Explore it now: https://geostatsguy.github.io/MachineLearningDemos_Book/intro.html
#DeepLearning #Python #MachineLearning #AI #DataAnalytics #TechEducation #FreeLearning #Ebook #DataVisualization #Coding #STEM #TechCommunity #LearnToCode
https://t.iss.one/CodeProgrammer
Please open Telegram to view this post
VIEW IN TELEGRAM
👍10💯2❤1
I often see people say that it's impossible to enter the IT field without expensive courses.
However, there's a huge amount of high-quality materials available for free:
📚 Computer Science
https://github.com/ossu/computer-science
📚 Data Structures & Algorithms
https://github.com/jwasham/coding-interview-university
📚 System Design
https://github.com/donnemartin/system-design-primer
📚 Web Development
https://github.com/TheOdinProject/curriculum
📚 Frontend / Backend / DevOps / Cloud
https://github.com/kamranahmedse/developer-roadmap
📚 Data Engineering
https://github.com/DataTalksClub/data-engineering-zoomcamp
📚 Machine Learning & AI
https://github.com/microsoft/ML-For-Beginners
📚 MLOps
https://github.com/DataTalksClub/mlops-zoomcamp
📚 Cybersecurity
https://github.com/OWASP/CheatSheetSeries
📚 Linux
https://github.com/trimstray/the-book-of-secret-knowledge
📚 Free Programming Books
https://github.com/EbookFoundation/free-programming-books
If you have internet and a bit of free time, you can learn computer science, algorithms, system design, DevOps, clouds, security, and machine learning for free.
The problem now isn't a lack of information. The problem is regularly opening these repositories and actually working on them.
#FreeLearning #ITCareer #CodingResources #TechEducation #OpenSource #DevCommunity
✨ Join Best TG Channels https://t.iss.one/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
✅ 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
🔑 Use code: PRESALE-BOOK-WAVE-2GFG
👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO
However, there's a huge amount of high-quality materials available for free:
📚 Computer Science
https://github.com/ossu/computer-science
📚 Data Structures & Algorithms
https://github.com/jwasham/coding-interview-university
📚 System Design
https://github.com/donnemartin/system-design-primer
📚 Web Development
https://github.com/TheOdinProject/curriculum
📚 Frontend / Backend / DevOps / Cloud
https://github.com/kamranahmedse/developer-roadmap
📚 Data Engineering
https://github.com/DataTalksClub/data-engineering-zoomcamp
📚 Machine Learning & AI
https://github.com/microsoft/ML-For-Beginners
📚 MLOps
https://github.com/DataTalksClub/mlops-zoomcamp
📚 Cybersecurity
https://github.com/OWASP/CheatSheetSeries
📚 Linux
https://github.com/trimstray/the-book-of-secret-knowledge
📚 Free Programming Books
https://github.com/EbookFoundation/free-programming-books
If you have internet and a bit of free time, you can learn computer science, algorithms, system design, DevOps, clouds, security, and machine learning for free.
The problem now isn't a lack of information. The problem is regularly opening these repositories and actually working on them.
#FreeLearning #ITCareer #CodingResources #TechEducation #OpenSource #DevCommunity
✨ Join Best TG Channels https://t.iss.one/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
✅ 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
🔑 Use code: PRESALE-BOOK-WAVE-2GFG
👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO
GitHub
GitHub - ossu/computer-science: 🎓 Path to a free self-taught education in Computer Science!
🎓 Path to a free self-taught education in Computer Science! - ossu/computer-science
❤5