Deep learning at Oxford 2015

🎬
16 lessons
⏰ 15 hours

https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu

#deeplearning #oxford
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Get ready for second annual #NLPSummit by John Snow Labs.

Week One comes with 50+ unique sessions with a special track on #NLP in #Healthcare.
Week Two - beginner to advanced training workshops with certification.
Hear from industry leaders at NASA, Vonage, Zillow, Merck, Amazon, Walmart Labs, Booz Allen Hamilton, Morgan Stanley, Salesforce, Roku, Zillow and many more!
Free registration: https://www.nlpsummit.org/2021-events/
#ML #AI #digitalhealthcare #dataengineer #deeplearning
Graph ML and deep learning courses

This is another post on your request. Other courses you requested will be shared in following days.

Geometric Deep learning course
AMMI21
πŸ‘¨β€πŸ« Teachers: Michael M. Bronstein, Joan Bruna, Taco Cohen, Petar VeličkoviΔ‡
πŸ“š12 lectures, 2 tutorials, and 4 seminars
This course follows GDL BOOK
πŸ”— Course link: https://geometricdeeplearning.com/lectures/

Machine Learning for Graphs and Sequential Data (MLGS)
by Stephan GΓΌnnemann
Awesome course covering in depth generative models, robustness, sequential data, clustering, label propagation, GNNs, and more
πŸ”— Course link: https://www.in.tum.de/daml/teaching/mlgs/

Stanford CS224W course on graph ML
A legendary Stanford CS224W course on graph ML now releases videos on YouTube for 2021
🎬 60 Videos
⏰ 30h
πŸ”— Course link


Python For Data Science (Udemy)
This course specifically created for Data Science / AI / ML / DL. It covers BASICS PYTHON ONLY
Rating ⭐️: 4.1 out of 5
Students πŸ‘¨β€πŸŽ“: 65,523 students
Duration ⏰: 3hr 55min of on-demand video
πŸ”— Course link

Deep Learning Prerequisites: The Numpy Stack in Python V2 (Udemy)
Rating ⭐️: 4.6 out of 5
Students πŸ‘¨β€πŸŽ“: 34,785
Duration ⏰: 1hr 59min of on-demand video
πŸ”— Course link

There is also this cool blogpost by Gordić Aleksa:
How to get started with Graph Machine Learning

And one early access version book:
Graph Powered Machine Learning
by: Allesandro Negro
πŸ”— Book link

#graphML #ML #machinelearning #deeplearning #python
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Lectures for UC Berkeley CS 182: Deep Learning
Spring 2021

🎬 66 videos
⏰ 26 hours

https://www.youtube.com/playlist?list=PL_iWQOsE6TfVmKkQHucjPAoRtIJYt8a5A

#deeplearning
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Deep Learning free courses

Introduction to Deep Learning

🎬 10 video lesson
Duration ⏰: 1 week worth of material
πŸƒβ€β™‚οΈ Self paced
πŸ“„ Notes, πŸ‘¨β€πŸ« Labs and many more
☒️ Projects, Competitions
Teacher: Alexander Amini, Ava Soleimany
Source: MIT
πŸ”— Course link

Practical Deep Learning For Coders
🎬 8 video lessons
πŸ“” Book Read online
πŸ“„ Notes, πŸ‘¨β€πŸ« Labs and many more
Duration ⏰: 7 weeks long, 10 hours a week
πŸƒβ€β™‚οΈ Self paced
Teacher: Jeremy Howard
Source: fast.ai
πŸ”— Course link

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

Learn Deep Learning and TensorFlow, without a Ph.D.
🎬 8 video lesson
Duration ⏰: 3 hours worth of material
πŸƒβ€β™‚οΈ Self paced
πŸ“„ Notes, slides
Teacher: Martin GΓΆrner
Source: Google Cloud
πŸ”— Course link

Explore Deep Learning for Natural Language Processing
🎬 9 video lesson
Duration ⏰: 7-8 hours worth of material
πŸƒβ€β™‚οΈ Self paced
Resource: Trailhead
πŸ”— Course link

Deep Learning Summer School
🎬
35 video lesson
Duration ⏰: 35+ hours
πŸƒβ€β™‚οΈ Self paced
Resource: deeplearning
πŸ”— Course link

Deep Learning Prerequisites: The Numpy Stack in Python V2
Rating ⭐️: 4.5 out of 5
Students πŸ‘¨β€πŸŽ“: 2230
Duration ⏰: 1hr 59min
Created by Lazy Programmer Team, Lazy Programmer Inc.
πŸ”— Course link

AI 101 Video Presentation
presentation given by πŸ‘¨β€πŸ«: MIT’s Brandon Leshchinskiy
πŸ”— Presentation link

Deep Learning in Life Sciences - Spring 2021
🎬
22 video lesson
Duration ⏰: 31 hours worth of material
πŸƒβ€β™‚οΈ Self paced
Teacher: Manolis Kellis
Resource: Class Central
πŸ”— Course link

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


Deep Learning An MIT Press book πŸ“š
Authers: Ian Goodfellow, Yoshua Bengio and Aaron Courville
πŸ”— Book link

#Deep_Learning #deeplearning #dl #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 workπŸ˜ƒ 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
πŸ”₯πŸ”₯Build GPT: from scratch, in code, spelled outπŸ”₯πŸ”₯.

If you're a beginner interested in learning about Neural Networks, Andrej Karpathy Youtube-series on  "Neural Networks: Zero to Hero" can introduce you to the basics of Neural Networks and language modeling.

Already have this knowledge and want to do an amazing project?😍
His new course on how to build your own GPT!😱 from scratch is a must watch.

Link: https://youtu.be/kCc8FmEb1nY

Interesting not only for beginners, but for pro's as well to recap and grab new details

#ai #deeplearning #neuralnetworks #gpt

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MIT 6.S191: Introduction to Deep Learning 2021
Created by MIT
⏰ 29 hours worth of material
🎬 43 Video lessons
πŸ‘¨β€πŸ« Teacher: Alexander Amini
πŸ”— Course link

#deeplearning #ai #MIT
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Practical Deep Learning For Coders

This 7-week course is designed for anyone with at least a year of coding experience, and some memory of high-school math. You will start with step onelearning how to get a GPU server online suitable for deep learningand go all the way through to creating state of the art, highly practical, models for computer vision, natural language processing, and recommendation systems.

πŸ†“ Free Online Course
Rating⭐️: 4.1 out 5
Duration ⏰: 7 weeks
πŸ’» Lecture Videos
πŸƒβ€β™‚οΈ Self paced
Teacher πŸ‘¨β€πŸ« : Prof. Jeremy Howard

πŸ”— Course Link

#programming #deeplearning
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