Python Courses & Resources
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Master Python with step-by-step courses – from basics to advanced projects and practical applications.

Admin: @HusseinSheikho
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Andrew Ng just released two new AI Python courses for beginners!

The course teaches how to write code using AI.

If you're thinking about learning to code, now is the perfect time to do so.

https://deeplearning.ai/short-courses/ai-python-for-beginners/

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python
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Data Science Cheat Sheets
Quick help to make a data scientist's life easier

About Dataset
A collection of cheat sheets for various data-science related languages and topics


http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python
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@CodeProgrammer Data Science Cheat Sheets.zip
596.3 MB
Data Science Cheat Sheets
Quick help to make a data scientist's life easier

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python
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🔥 MIT has updated its famous course 6.S191: Introduction to Deep Learning.

The program covers topics of #NLP, #CV, #LLM and the use of technology in medicine, offering a full cycle of training - from theory to practical classes using current versions of libraries.

The course is designed even for beginners: if you know how to take derivatives and multiply matrices, everything else will be explained in the process.

The lectures are released for free on YouTube and the #MIT platform on Mondays, with the first one already available

.

All slides, #code and additional materials can be found at the link provided.

📌 Fresh lecture : https://youtu.be/alfdI7S6wCY?si=6682DD2LlFwmghew

#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #GAN #LearnDataScience #LLM #RAG #Mathematics #PythonProgramming  #Keras

https://t.me/CodeProgrammer
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📱 Time series forecasting [EN]

🎓 What will you learn?

Learn how to solve key IT operations tasks using AI. In this course, you will discover how to use AI to accelerate root cause analysis, improve IT support response times, and much more. The course includes practical solutions with #Python, #Jupyter Notebooks, #Keras, and #deeplearning methods.
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🔅 PyTorch Essential Training: Working with Images

📝 This course provides hands-on learning for preprocessing data, training, and evaluating a pretrained model for image #classification using #PyTorch.

📋 Topics: #PyTorch, #DeepLearning

https://t.me/Python53
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🔅 Deep Learning with Python: Convolutional Neural Networks

📝 Gain hands-on experience building, training, and evaluating convolutional neural networks (CNNs) using Python for image classification, object detection, and segmentation.

📋 Topics: #CNN, #DeepLearning, #Python
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🔖 26 lectures on Deep Learning for free 🧠

The material helps to go from a basic understanding to a confident DL base in just a few hours of viewing. 🚀📚

A good option for getting started with neural networks and Data Science. 🤖📊

⛓️ Watch the playlist 👇
https://www.youtube.com/playlist?list=PLgPbN3w-ia_PeT1_c5jiLW3RJdR7853b9

#DeepLearning #DataScience #NeuralNetworks #AI #MachineLearning #Tech
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Forwarded from Data Analytics
🚀 Create an LLM from Scratch!

I came across a great find from Vizuara — a series of 43 lectures that truly delivers on its promise: showing how to build a large language model from scratch. 🧠

Most people use ChatGPT.
But only a few actually understand how it works under the hood. ⚙️

This playlist step by step breaks down all the key concepts without overloading with complex explanations.

📚 What you will learn:
→ The architecture of Transformer 🏗️
→ The internal structure of GPT
→ Tokenization and BPE 🧩
→ Attention mechanisms 🔍
→ The process of training an LLM 📈
→ Full implementations in Python 🐍

Suitable for:
• ML engineers
• AI enthusiasts
• Developers entering the GenAI field
• Anyone who is tired of explaining AI as a "black box" 🕵️

If you really want to understand what lies at the heart of models like ChatGPT, Claude, and Gemini — this material is worth watching. 👀

🔗 Link to the playlist:
https://www.youtube.com/playlist?list=PLPTV0NXA_ZSgsLAr8YCgCwhPIJNNtexWu

#LLM #AI #MachineLearning #Python #GenAI #DeepLearning

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🔅 Deep Learning with TensorFlow: Insights and Innovations

📝 Explore the evolving world of deep learning with TensorFlow, including the basics of generative AI, with practical, hands-on examples.

#DeepLearning #TensorFlow #AI #MachineLearning #GenerativeAI #Python

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