Deep Learning free courses

Introduction to Deep Learning
🎬 10 video lesson
Duration ⏰: 1 week worth of material
🏃‍♂️ Self paced
📄 Notes, 👨‍🏫 Labs and many more
☢️ Projects, Competitions
Teacher: Alexander Amini, Ava Soleimany
Source: MIT
🔗 Course link

Practical Deep Learning For Coders
🎬 8 video lessons
📔 Book Read online
📄 Notes, 👨‍🏫 Labs and many more
Duration ⏰: 7 weeks long, 10 hours a week
🏃‍♂️ Self paced
Teacher: Jeremy Howard
Source: fast.ai
🔗 Course link

Deep Learning
by Kaggle, on youtube
🎬 13 video lesson
Duration ⏰: 2 hours worth of material
🔗 Course link

Learn Deep Learning and TensorFlow, without a Ph.D.
🎬 8 video lesson
Duration ⏰: 3 hours worth of material
🏃‍♂️ Self paced
📄 Notes, slides
Teacher: Martin Görner
Source: Google Cloud
🔗 Course link

Explore Deep Learning for Natural Language Processing
🎬 9 video lesson
Duration ⏰: 7-8 hours worth of material
🏃‍♂️ Self paced
Resource: Trailhead
🔗 Course link

Deep Learning Summer School
🎬 35 video lesson
Duration ⏰: 35+ hours
🏃‍♂️ Self paced
Resource: deeplearning
🔗 Course link

Deep Learning Prerequisites: The Numpy Stack in Python V2
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 2230
Duration ⏰: 1hr 59min
Created by Lazy Programmer Team, Lazy Programmer Inc.
🔗 Course link

AI 101 Video Presentation
presentation given by 👨‍🏫: MIT’s Brandon Leshchinskiy
🔗 Presentation link

Deep Learning in Life Sciences - Spring 2021
🎬 22 video lesson
Duration ⏰: 31 hours worth of material
🏃‍♂️ Self paced
Teacher: Manolis Kellis
Resource: Class Central
🔗 Course link

Intro to Deep Learning
by Kaggle
Use TensorFlow and Keras to build and train neural networks for structured data.
Duration ⏰: 4 hours
🔗 Course link


Deep Learning An MIT Press book 📚
Authers: Ian Goodfellow, Yoshua Bengio and Aaron Courville
🔗 Book link

#Deep_Learning #deeplearning #dl #machinelearning
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**A List Of Free Data Science Tutorials**

🔘Python for Data Science - Great Learning
Rating ⭐️: 4.2 out of 5
Duration ⏰: 1 hour 55 mins on-demand video
Students 👨‍🏫: 25,605
Created by: Bharani Akella
🔗 Course link

🔘A - Z™ Python crash course for Data Science 2021
Rating ⭐️: 4.4 out of 5
Duration ⏰: 2 hours on-demand video
Students 👨‍🏫: 7,012
Created by: Abb Selec
🔗 Course link

🔘An Athlete’s Guide To Data Science
Rating ⭐️: 3.0 out of 5
Duration ⏰: I hour 1 min on-demand video
Students 👨‍🏫: 1,975
Created by: Jon pierre Jones
🔗 Course link

🔘NumPy for Data Science Beginners: 2021
Rating ⭐️: 4.0 out of 5
Duration ⏰: I hour 51 mins on-demand video
Students 👨‍🏫: 11,535
Created by: Abb Selec
🔗 Course link

🔘Learn Data Science With R Part 1 of 10
Rating ⭐️: 4.1 out of 5
Duration ⏰: 8 hours 42 mins on-demand video
Students 👨‍🏫: 32,824
Created by: Ram Reddy
🔗 Course link

🔘Data Science with Analogies, Algorithms and Solved Problems
Rating ⭐️: 4.1 out of 5
Duration ⏰: 1 hour 19 mins on-demand video
Students 👨‍🏫: 15,706
Created by: Ajay Dhruv, Neha Mayekar, Shreya Pattewar, Shubham Patil
🔗 Course link

🔘Data Science, Machine Learning, Data Analysis, Python & R
Rating ⭐️: 3.8 out of 5
Duration ⏰: 8 hours 7 mins on-demand video
Students 👨‍🏫: 89,564
Created by: DATAhill Solutions Srinivas Reddy
🔗 Course link

🔘Intro to Data for Data Science
Rating ⭐️: 4.6 out of 5
Duration ⏰: 1 hour 1 min on-demand video
Students 👨‍🏫: 9,727
Created by: Matthew Renze
🔗 Course link

🔘Learn NumPy Fundamentals (Python Library for Data Science)
Rating ⭐️: 4.3 out of 5
Duration ⏰: 1 hour 49 mins on-demand video
Students 👨‍🏫: 27,038
Created by: Derrick Sherrill
🔗 Course link

#datascience #datanalysis #python #numpy #pandas #machinelearning
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Hello Dear😊!!!
Have you heard of The Python For Machine Learning International Bootcamp coming up on the 12th of September?
Link: Click Me
If you haven't, Global AI Hub is organizing a FREE ONE-MONTH INTENSIVE boot camp on python for machine learning.
This is a chance to improve yourselves in subjects such as Python😍, #machinelearning😍, #datascience😍, and #deeplearning😍!!!
In addition, you will be able to develop your portfolios ☺️ with the project work😃 that you will do from scratch under the guidance of mentors!!!😁
Does this look very interesting to you, click the link in this post to register
Link: Click Me
DEADLINE😱😱 : 7th September 2022

FREE UDEMY COURSES

Complete Linear Regression Analysis in Python

Rating ⭐️: 4.5 out of 5
Duration ⏰: 7.5 hours on-demand video
Students 👨‍🏫: 150,747
Created by: Star Tech Academy

🔗 Course link

Data Analytics A-Z with Python

Rating ⭐️: 4.1 out of 5
Duration ⏰: 4 hours on-demand video
Students 👨‍🏫: 56,145
Created by: Yaswanth Sai Palaghat

🔗 Course link

Object Detection Web App with TensorFlow, OpenCV and Flask

Rating ⭐️: 4.6 out of 5
Duration ⏰: 1 hour on-demand video
Students 👨‍🏫: 32,020
Created by: Yaswanth Sai Palaghat

🔗 Course link

Logistic Regression in R Studio

Rating ⭐️: 4.6 out of 5
Duration ⏰: 6 hours on-demand video
Students 👨‍🏫: 82,771
Created by: Star Tech Academy

🔗 Course link

Logistic Regression in Python

Rating ⭐️: 4.3 out of 5
Duration ⏰: 7.5hours on-demand video
Students 👨‍🏫: 95,949
Created by: Star Tech Academy

🔗 Course link

#python #datanalysis #data_science #deep_learning #machinelearning
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Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

Data Science and Machine Learning

by Dirk P. Kroese, Zdravko I. Botev, Thomas Taimre, Radislav Vaisman

📄 533 pages

🔗 Book Link

#data_science #machinelearning
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Machine Learning & Data Science from Caltech

This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications. ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to adaptively improve their performance with experience accumulated from the observed data. ML has become one of the hottest fields of study today, taken up by undergraduate and graduate students from more than 20 different majors at Caltech. This course balances theory and practice, and covers the mathematical as well as the heuristic aspects.

⏰ Free Online Course
🎬 18 Video lessons
📁 downloadable resources
🏃‍♂️ Self paced
Offered by: Caltech

🔗 Course link

#Machine #Leaning #machinelearning #data_science
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Applied Data Science
by Daniel Krasner


📄 141 pages

🔗 Book link

#BigData  #DataScience  #MachineLearning  #Statistics
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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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Machine Intelligence - an Introductory Course

Learn the cutting-edge Algorithms in the field of Machine Learning, Deep Learning, Artificial Intelligence, and more!

Rating ⭐️: 4.1 out 5
Students 👨‍🎓 : 14,063
Duration ⏰ : 40min of on-demand video
Created by 👨‍🏫: Taimur Zahid

🔗 Course Link


#datascience #machinelearning
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Data Science Full Course For Beginners 2024

Fundamentals of Data Science: Understand the basics, including data types, data collection, and data cleaning.
Statistics & Probability: Dive into the math that powers data analysis.
Data Visualization: Learn to create insightful visual representations of data.
Machine Learning: Get hands-on with algorithms and models that make predictions based on data.
Tools & Technologies: Master the use of Python, R, SQL, and key data science libraries and frameworks.
Real-World Projects: Apply your knowledge on real data science problems and solutions.

🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: 6-7 hours worth of material
Source: simplilearn
🔗 Course Link

#data_science #machinelearning
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