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moaminsharifi
Hello My friend , In This repository I Store My AI and Machine Learning + Deep Learning Resources. In here I list paid and free course and books.
MY AI RESOURCES
Hello My friend , In This repository I Store My AI and Machine Learning + Deep Learning Resources. In here I list paid and free course and books.help me with star the project
I Hope Enjoy Them
table of content:
-
Math ( mostly linear algebra )
- Video Courses
- Books
-
AI - Artificial Intelligence
- Video Courses
- Books
-
ML - Machine Learning
- Video Courses
- Books
-
DL - Deep Learning
- Video Courses
- Books
- Youtube Channels
-
Extra
- Data Science
-
Programing
- Python
Math
Math - Course
- khanacademy and persian khanacademy
- Learn Algebra - Youtube PlayList
- Essence of linear algebra - Youtube PlayList
Math - Books
AI - Artificial Intelligence Basics :
AI - Course
How About Learn AI From Bests? in Udacity You Can Learn Free (FREE!) AI: Instructors: # Intro to Artificial Intelligence
AI - Books
- Artificial Intelligence: A Modern Approach by Peter Norvig
Peter Norvig
Writer of Classic AI Book (Artificial Intelligence: A Modern Approach)
Sebastian Thrun
Co Founder Of Udacity (And Who Work a lot in AI Filed) Then, How To learn Classic Without Book? (Artificial Intelligence: A Modern Approach) is a Good One.
Machine Learning
ML - Course
there is very course and paper about Machine Learning
Frees:
- google edu
- google ML Crash course
- Udacity - Machine Learning
- Udacity - Machine Learning Unsupervised Learning
Paid:
- Udemy - Machine Learning A-Z™: Hands-On Python & R In Data Science
- Udemy - Machine Learning and AI: Support Vector Machines in Python one of the Good course about SVM and Linear Models for more information about SVM Read Hands-On Machine Learning Book
for Youtube Chanels see in Deep Learning part
ML - Books
My First Real Book is Learning From Data
- Learning From Data
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition - First Part
Deep Learning
My Favorite Area in AI is Deep Learning, I Start With Algorithms paper Like ANT Colony And When Learn More In ML Learn Deep Learning. At First I Use Persian Resources Then Switch To English Resource After Testing A lot Resources There Is My Favorite Resource To Learn Deep Learning.
DL - Course
Udacity:
FREE COURSES
-
Then Let's Learn TensorFlow Tensorflow free course
-
Adrew Ng is Awesome Teacher, Who Teach in Simple Way. To Start Just Go To www.deeplearning.ai and Enroll FREE
DL - Youtube Channels:
- Data School
- Jeff Heaton is great person and teach every well in diifrent topic
- deeplizard
- Andreas Maier
- Luis Serrano one of great diifrent topic Channel
- Derek Banas
- Aidinism - Persian Aidinism is one of my favorite Channel in persian languages
- **sentdex is Well-Known person in teaching **
Siraj Raval in the past I said "siraj is good and fun Instructor" but after all time I think 50 50 on it but still in the list.
DL - Books
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition - Second Part
- Dive into Deep Learning
Extra Part
Programing:
Basic:
git:
python resource:
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Owner
moaminsharifi
Metadata
Hello My friend , In This repository I Store My AI and Machine Learning + Deep Learning Resources. In here I list paid and free course and books.