Machine Learning with Python
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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.
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Density based clustering (DBSCAN), clearly explained

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๐Ÿ“‚ Tags: #DataScience #Python #ML

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Beginner's Guide to Multi-Agents

Video Recording: https://youtu.be/lGQ9rpfQBng

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๐Ÿ“‚ Tags: #DataScience #Python #ML

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Multi_Agents_Blank.pdf
5.9 MB
Beginner's Guide to Multi-Agents - Slides

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Pre-Process Diabetes Data for Reliable ML Model.pdf
673.2 KB
Data Pre-Processing of Diabetes Data for reliable machine learning model

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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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Using Normalization Layers to Improve Deep Learning Models

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

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Python Pandas Cheat Sheet

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NumPy cheat sheet for Data Scientists

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

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Bayesโ€™ theorem, clearly explained

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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
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

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
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

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
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

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
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

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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