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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deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Creator: kmario23
Stars ⭐️: 11.4k
Forked By: 2.9k
https://github.com/kmario23/deep-learning-drizzle

#deep #learning
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Steps to become a successful data scientist

Introduction To Data Science

Your First Step Into The Data Science Journey

Rating ⭐️: 4.0 out 5
Students 👨‍🎓 : 6,466
Duration ⏰ : 55min of on-demand video
Created by 👨‍🏫: Intro School

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A Hands-On Introduction to Data Science
by CHIRAG SHAH

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software

Creator: Joseph Misiti
Stars ⭐️: 60.9k
Forked By: 14.3k
https://github.com/josephmisiti/awesome-machine-learning

#machine #learning
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Intro to Data for Data Science

Learn the basics of data and how data are used in data science.

Rating ⭐️: 4.4 out 5
Students 👨‍🎓 : 14,652
Duration ⏰ : 1hr 1min of on-demand video
Created by 👨‍🏫: Matthew Renze

🔗 Course Link


#data_science #data
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Principles of Data Science
by Sinan

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Creator: Jean de Dieu Nyandwi
Stars ⭐️: 4.3k
Forked By: 695
https://github.com/Nyandwi/machine_learning_complete

#machine #learning
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