Forwarded from ENG. Hussein Sheikho
This channels is for Programmers, Coders, Software Engineers.
0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages
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NumPy Practical Examples: Useful Techniques
🔰 Master #NumPy by diving into compelling examples. You will read data into an array, analyze structured arrays for reconciliation, efficiently chart your analysis, and transform a custom function into a vectorized function.
Enroll free: https://realpython.com/numpy-example/
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Enroll free: https://realpython.com/numpy-example/
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A guide exploring agent-enhanced #RAG systems. This repository demonstrates single and multi-agent RAG implementations using #LangGraph, with practical examples for building intelligent applications.
Explore the evolution of RAG
https://github.com/asinghcsu/AgenticRAG-Survey
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In this tutorial, you'll gain an understanding of the principles behind #Polars LazyFrames. You'll also learn why using #LazyFrames is often the preferred option over more traditional #DataFrames
Read: https://realpython.com/polars-lazyframe/
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Forwarded from Python | Machine Learning | Coding | R
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It was a challenge - a marathon 300$ to 30.000$ on trading, together with Lisa!
What is the essence of earning?: "Analyze and open a deal on the exchange, knowing where the currency rate will go. Lisa trades every day and posts signals on her channel for free."
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🔹Period: 1.5 months.
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5 #AI Projects You Can Build This Weekend (with #Python)
Enroll Free: https://towardsdatascience.com/5-ai-projects-you-can-build-this-weekend-with-python-c57724e9c461/
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10 Python One-Liners That Will Boost Your Data Preparation Workflow
Read: https://machinelearningmastery.com/10-python-one-liners-that-will-boost-your-data-preparation-workflow/
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Data preparation is a step within the data project lifecycle where we prepare the raw data for subsequent processes, such as data analysis and machine learning modeling. Data preparation can quite literally make or break your data project, as inadequate preparation will produce lousy output.
Given the importance of data preparation, we need a proper methodology for it. That’s why this article will explore how a simple one-liner Python code can boost your data preparation workflow.
Read: https://machinelearningmastery.com/10-python-one-liners-that-will-boost-your-data-preparation-workflow/
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Forwarded from Python | Machine Learning | Coding | R
Machine Learning Glossary
Brief visual explanations of machine learning concepts with diagrams, code examples and links to resources for learning more.
Link: https://ml-cheatsheet.readthedocs.io/en/latest/index.html
Brief visual explanations of machine learning concepts with diagrams, code examples and links to resources for learning more.
Link: https://ml-cheatsheet.readthedocs.io/en/latest/index.html
#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
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Forwarded from Python | Machine Learning | Coding | R
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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
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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
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Forwarded from Python | Machine Learning | Coding | R
Numpy @CodeProgrammer.pdf
813.2 KB
👨🏻💻 For the past few days, I've been busy preparing this comprehensive tutorial on the NumPy library for data science, trying to cover all the tips and tricks of this library.
#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.iss.one/CodeProgrammer✅
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Forwarded from Python | Machine Learning | Coding | R
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This real-world project tutorial covers zero-shot and few-shot prompting, delimiters, numbered steps, role prompts, chain-of-thought prompting, and more. Improve your LLM-assisted projects today.
Link: https://realpython.com/practical-prompt-engineering/
#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
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Forwarded from Python | Machine Learning | Coding | R
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💡 Here is a useful cheat sheet for KNNs!
#CheatSheet #KNNs #DataScience
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#CheatSheet #KNNs #DataScience
https://t.iss.one/DataScienceM
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Forwarded from Python | Machine Learning | Coding | R
Keras Cheat Sheet: Neural Networks in Python
#keras #cheatsheet #python #library #programming #guide
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#keras #cheatsheet #python #library #programming #guide
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Forwarded from Python | Machine Learning | Coding | R
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📝 Cheat sheets for data science and machine learning
Link: https://sites.google.com/view/datascience-cheat-sheets
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Google Cloud just recently released "The PyTorch developer's guide to JAX fundamentals".
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Link: https://cloud.google.com/blog/products/ai-machine-learning/guide-to-jax-for-pytorch-developers
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Contains a side-by-side implementation of a training loop in both #Pytorch and #JAX + Flax NNX sor those interested in exploring the JAX world in familiar terms.
Link: https://cloud.google.com/blog/products/ai-machine-learning/guide-to-jax-for-pytorch-developers
https://t.iss.one/DataScienceM
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Forwarded from Python | Machine Learning | Coding | R
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