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Discover powerful insights with Python, Machine Learning, Coding, and Rβ€”your essential toolkit for data-driven solutions, smart alg

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πŸ”΄ Free Python course for GenAI


πŸ‘©πŸ»β€πŸ’» Guys , GenAI Community has created a free Python training course where you will learn both Python and its application in generative artificial intelligence!


✏️ The classes are live, but the videos of the classes are recorded and you can access them in your user panel. They last 10 to 12 weeks and are completely free!

βœ… If you want to learn Python from scratch and enter the world of Generative Artificial Intelligence (GenAI), this course is for you! You don't need a programming background, just a desire to learn!

πŸ₯΅ What will you learn in this course?

βœ… Python concepts: conditionals, loops, data structures
βœ… Working with APIs, File Management, and Regex
βœ… Object-oriented programming and modular coding
βœ… And a whole host of other skills that will pave your way into the world of artificial intelligence and data science.

πŸ”” I should also mention that this community grew 5 times last year and is now one of the largest AI communities in the world. In the last hackathon they held, 5,000 people from all over the world participated and a prize of $25,000 was distributed among them.

πŸ“£ It's completely free! No cost, no limits, with a community of people eager to learn.πŸ‘‡
πŸ”— Learn Python for FREE (GenAI Python)

Here are some suitable hashtags for the description in English, in a single line:

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https://t.me/CodeProgrammer 🐍
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⚠️ O'Reilly Media, one of the most reputable publishers in the fields of programming, data mining, and AI, has made 10 data science books available to those interested in this field for free .

βœ”οΈ To use the online and PDF versions of these books, you can use the following links:πŸ‘‡

0⃣ Python Data Science Handbook
β”Œ Online
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1⃣ Python for Data Analysis book
β”Œ Online
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πŸ”’ Fundamentals of Data Visualization book
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PDF

πŸ”’ R for Data Science book
β”Œ Online
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πŸ”’ Deep Learning for Coders book
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PDF

πŸ”’ DS at the Command Line book
β”Œ Online
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PDF

πŸ”’ Hands-On Data Visualization Book
β”Œ Online
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πŸ”’ Think Stats book
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πŸ”’ Think Bayes book
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πŸ”’ Kafka, The Definitive Guide
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80 Python Interview Questions.pdf
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πŸš€ 80 Python Interview Questions with Answers & Code! πŸš€

βœ… Why this resource? 
- Covers frequently asked questions in Python interviews 

πŸ“„ Each question comes with detailed answers and ready-to-use code snippets, making it perfect for beginners and experienced developers alike. Whether you're preparing for a job interview or leveling up your Python skills, this guide has you covered! πŸ‘€ 

πŸ”₯ Don’t miss out! Save this, share it, and start preparing today! πŸ’Ό 

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https://t.me/CodeProgrammer
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Machine Learning from Scratch by Danny Friedman

This book is for readers looking to learn new machine learning algorithms or understand algorithms at a deeper level. Specifically, it is intended for readers interested in seeing machine learning algorithms derived from start to finish. Seeing these derivations might help a reader previously unfamiliar with common algorithms understand how they work intuitively. Or, seeing these derivations might help a reader experienced in modeling understand how different algorithms create the models they do and the advantages and disadvantages of each one.

This book will be most helpful for those with practice in basic modeling. It does not review best practicesβ€”such as feature engineering or balancing response variablesβ€”or discuss in depth when certain models are more appropriate than others. Instead, it focuses on the elements of those models.

🌟 Link: https://dafriedman97.github.io/mlbook/content/introduction.html

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https://t.me/CodeProgrammer βœ…
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@Codeprogrammer Cheat Sheet Numpy.pdf
213.7 KB
This checklist covers the essentials of NumPy in one place, helping you:

- Create and initialize arrays
- Perform element-wise computations
- Stack and split arrays
- Apply linear algebra functions
- Efficiently index, slice, and manipulate arrays

…and much more!

Feel free to share if you found this useful, and let me know in the comments if I missed anything!

⚑️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟

#NumPy #Python #DataScience #MachineLearning #Automation #DeepLearning #Programming #Tech #DataAnalysis #SoftwareDevelopment #Coding #TechTips #PythonForDataScience
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