Data Science vs. Data Analytics

Genetic Algorithms With Python

Source code from the book Genetic Algorithms with Python by Clinton Sheppard



Creator: handcraftsman
Stars ⭐️: 1.1k
Forked By: 462
https://github.com/handcraftsman/GeneticAlgorithmsWithPython
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ML algorithms cheat sheet

Learning path to become data scientist

10 essential skills for data science to thrive in 2023

ML For Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Creator: microsoft
Stars ⭐️: 53.7k
Forked By: 11.3k
https://github.com/microsoft/ML-For-Beginners

#microsoft #ml
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Step by step guide to becoming a prompt engineer

Top 10 YT channels to learn data science

Key data science programming languages and tools

Data science Lifecycle

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Creator: Aurélien Geron
Stars ⭐️: 25.7k
Forked By: 12.2k
https://github.com/ageron/handson-ml2

#Jupyter #ml
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Data Science

Level 1: Foundation - Want to keep up with the buzz words, this course is for you. No coding is taught here

Rating ⭐️: 4.5 out 5
Students 👨‍🎓 : 7,884
Duration ⏰ : 31min of on-demand video
Created by 👨‍🏫: Akaaro Consulting and Training

🔗 Course Link


#data_science
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Deep Learning
An MIT Press book

by Ian Goodfellow and Yoshua Bengio and Aaron Courville

Read Online

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Free Data Science Courses

Introduction to Computational Thinking and Data Science (Fall 2016)
🆓 Free Online Course
🎬 video lessons
🏃‍♂️ Self paced
Duration ⏰: 12 hours worth of material
Source: MIT
🔗 Course Link

FreeCodeCamp Data Science Courses
Intro to Data Science - Crash Course for Beginners
Data Science Hands-On Crash Course
Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib)
Statistics - A Full University Course on Data Science Basics
Build 12 Data Science Apps with Python and Streamlit - Full Course

NOC:Python for Data Science, IIT Madras
🎬 video lessons
⏰ 4 Modules
Taught by: Prof. Ragunathan Rengasamy
Source: NPTEL
🔗 Course Link

Data Science Foundations
🆓 Free Online Course
🎬 video lessons
🏃‍♂️ Self paced
Duration ⏰: 2 hours of material
Source: Great Learning
🔗 Course Link

Introduction to Data Science
🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: 7 hours worth of material
Source: simplilearn
🔗 Course Link

Understand data science for machine learning
🆓 Free Online Course
⌛️ Modules: 9
🏃‍♂️ Self paced
Duration ⏰: 7-8 hours worth of material
Source: Microsoft
🔗 Course Link

SQL for Data Science
🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: 9 hours worth of material`
Source: FUN WITH DATA SCIENCE
🔗 Course Link

Stanford Seminar - Secure Data Science on the Internet of Things
🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: Less than 1 hour worth of material
Source: Stanford
🔗 Course Link

Books
Applied data science
Data Science at The Command Line
Data Science and Machine Learning

#data_science #machinelearning
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