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

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๐Ÿคฉ Artificial intelligence assistant
๐Ÿณ๏ธโ€๐ŸŒˆ For Python programmers!

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How to deal with outliers clearly explained

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #LLM

http://t.me/codeprogrammer โญ๏ธ
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Using Normalization Layers to Improve Deep Learning Models

Link: https://machinelearningmastery.com/using-normalization-layers-to-improve-deep-learning-models/

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #LLM

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Python Pandas Cheat Sheet

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #Pandas

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NumPy cheat sheet for Data Scientists

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #Pandas

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Amazing graphical representation of a neural net, never seen anything like it.

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #Pandas

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Bayesโ€™ theorem, clearly explained

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI

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๐Ÿฑ Top 10 GitHub repos
โœ… To succeed in data science interviews


1๏ธโƒฃ ML Interviews repo

โช Including machine learning interview questions from basic topics to complex topics such as neural networks and reinforcement learning.

๐Ÿ”— Link: GitHub-Repos
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2๏ธโƒฃ Repo 500AI Projects with Code

โช 500 artificial intelligence, machine learning, deep learning, CV, NLP projects with code.

๐Ÿ”— Link: GitHub-Repos
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3๏ธโƒฃ 100 Days of ML Code repo

โช A hundred-day program for learning and practicing machine learning coding.

๐Ÿ”— Link: GitHub-Repos
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4๏ธโƒฃ Awesome Data Science repo

โช This repository is a curated list of great data science resources including books, software, and tools.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

5๏ธโƒฃ Data Science for Beginners repo

โช This repository from Microsoft has a 10-week course with 20 lessons for beginners. Each lesson includes videos, quizzes, challenges and more.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

6๏ธโƒฃ Data Science Masters repo

โช This repository provides a comprehensive, open-source curriculum to prepare students for entry-level roles in data science, at no cost!

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

7๏ธโƒฃ Awesome AI repo

โช A comprehensive collection of artificial intelligence learning resources including articles, books, courses and related tools.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

8๏ธโƒฃ Awesome Public Datasets repo

โช Multiple examples of machine learning algorithms in Python with interactive Jupyter demos and mathematical explanation.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

9๏ธโƒฃ Awesome Public Datasets repo

โช This repository provides a collection of data science job interview questions and answers that are great for preparation.

๐Ÿ”— Link: GitHub-Repos
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1๏ธโƒฃ Data Science Collected Resources repository

โช A list of the best data science resources including books, articles, and practical tools for learning and developing data science skills.

๐Ÿ”— Link: GitHub-Repos

๐Ÿ“‚ Tags: #DataScience #Python #ML #AI

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๐Ÿผ Shifting time series with periods

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Generative AI meets pandas!

PandasAI is a Python library that let's you interact with your dataframes in natural language.

Generate reports, create plots and do RAG over multiple dataframes!

Github link: https://github.com/Sinaptik-AI/pandas-ai

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10 Best Courses for Machine Learning on Coursera You Must Know- 2024

Link: https://www.mltut.com/best-courses-for-machine-learning-on-coursera/

๐Ÿ“‚ Tags: #DataScience #Python #ML #AI

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