Courses & Certifications
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- How do I leverage Artificial Intelligence (AI)? ... Reading/Glossary ... Courses/Certs ... Education ... Help Wanted
- Math for Intelligence ... Finding Paul Revere ... Social Network Analysis (SNA) ... Dot Product ... Kernel Trick
- Microsoft Launches New AI Skills Training and Resources as part of Skill for Jobs Initiative | Kate Behncken - Linkedin
- The Best Data Science Curriculum — Class Central Career Guides | David Venturi - Class Central
- Here are 850+ Ivy League Courses You Can Take Right Now for Free | Dhawal Shah - freeCodeCamp
- Want to Become a Data Scientist? Part 1: 10 Hard Skills You Need | Nisha Arya - KDnuggets ... A quick 10-step hard skill guide on what you need to become a Data Scientist.
- AI Conferences | Google ... Cybersecurity Conferences
If you want something you’ve never had then you’ve got to do something you’ve never done.
Contents
Generative AI
- Introduction to Generative AI | Google
- Introduction to Large Language Models | Google
- Microsoft Azure AI Fundamentals: Generative AI | Microsoft
- Generative AI with Large Language Models | ...Courses | Coursera
- Generative AI Explained | Nvidia
- Generative AI | Meta
- Introducing Generative AI with AWS | Udacity
- Generative AI for Everyone | DeepLearning.ai
Natural Language Processing (NLP)
- Natural Language Processing | Coursera
- Natural Language Processing with Deep Learning | Stanford
- CS 124: From Languages to Information | Dan Jurafsky - Stanford
- Natural Language Processing | Higher School of Economics
- Deep Learning for Natural Language Processing | Oxford - Phil Blunsom
- Getting Started with Natural Language Processing with Python | Swetha Kolalapudi
- Natural Language Processing (NLP) Microsoft | Lei Ma, Roland Fernandez, Xiaodong He
- NVIDIA Deep Learning Institute
- A Code-First Intro to Natural Language Processing | fast.ai
- Natural Language Processing | Yejin Choi - University of Washington
- YSDA Natural Language Processing | Yandex Data School
- Natural Language Processing | National Research University Higher School of Economics
- Applied Natural Language Processing | David Bamman - UC Berkeley
- Advanced Methods in Natural Language Processing | Tel Aviv University
- Advanced NLP with spaCy | Ines Montani (of Explosion AI)
- Natural Language Processing | Kaggle
- Natural Language Processing Specialization | deeplearning.ai
Other Artificial Intelligence
Kaggle
- Kaggle Hands-On Data Science Education
- Python
- Intro to Machine Learning
- Intermediate Machine Learning
- Feature Engineering
- Deep Learning TensorFlow
- Machine Learning Explainability
- Natural Language Processing
- Intro to Game AI and Reinforcement Learning
- Learn with Google AI
- Learn TensorFlow and Deep Learning, without a Ph.D. | Google
- Deep Learning | Google
- Machine Learning Crash Course with TensorFlow APIs | Google
Microsoft
- Artificial Intelligence for Beginners - A Curriculum
- Microsoft AI School
- Microsoft Professional Program for Artificial Intelligence
- Play Video: Introduction to Artificial Intelligence (AI) | Microsoft
Amazon
NVIDIA
Intel
IBM
MIT
- Intro to TensorFlow | MIT
- Recommendation Systems with TensorFlow on GCP | MIT
- End-to-End Machine Learning with TensorFlow on GCP | MIT
- Introduction to Deep Learning | MIT
- Artificial Intelligence | MIT
- Deep Learning for Self-Driving Cars | MIT
Stanford
- Convolutional Neural Networks for Visual Recognition | Stanford
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Stanford
- Sequence Models | Stanford
- Convolutional Neural Networks | Stanford
- Structuring Machine Learning Projects | Stanford
Coursera
- Deep Learning Specialization | Andrew Ng
- Machine Learning | Stanford
- Machine Learning Specialization | University of Washington
- Natural Language Processing in TensorFlow | deeplearning.ai
- TensorFlow in Practice Specialization | deeplearning.ai
deeplearning.ai
- TensorFlow in Practice
- TensorFlow: Data and Deployment
- Deep Learning
- AI For Everyone
- Natural Language Processing Specialization
- AI For Medicine
- AI For Everyone
Class-Central
- Tensorflow courses
- Introduction to Deep Learning | Higher School of Economics
- Introduction to Reinforcement Learning | Higher School of Economics
- Machine Learning | Georgia Institute of Technology
- Deep Learning in Computer Vision | Higher School of Economics
- Deep Learning for Business | Yonsei University
- Cutting Edge Deep Learning For Coders | fast.ai and University of San Francisco
Udemy
- Deep Learning A-Z™: Hands-On Artificial Neural Networks | Kirill Eremenko, Hadelin de Ponteves
- Machine Learning A-Z™: Hands-On Python & R In Data Science | Kirill Eremenko, Hadelin de Ponteves
- Data Science, Deep Learning, & Machine Learning with Python | Frank Kane
- Complete Guide to TensorFlow for Deep Learning with Python | Jose Portilla
- Data Science and Machine Learning Bootcamp with R | Jose Portilla
- Scala and Spark for Big Data and Machine Learning | Jose Portilla
- Python for Data Science and Machine Learning Bootcamp | Jose Portilla
- Tensorflow 2.0: Deep Learning and Artificial Intelligence | Lazy Programmer Team
- Artificial Intelligence: Reinforcement Learning in Python | Lazy Programmer Team
- Artificial Intelligence for Simple Games | Jan Warchocki
Pluralsight
- Pluralsight Grow your machine learning skills...
- Deep Learning: The Big Picture | Matthew Renze
- Getting Started with Natural Language Processing with Python | Swetha Kolalapudi
- Deep Learning with Keras | Jerry Kkurata
- Building Classification Models with TensorFlow | Janani Ravi
- Play by Play: Machine Learning Exposed | Katharine Beaumont and James Weaver
- Building Regression Models Using TensorFlow | Vitthal Srinivasan
- Sentiment Analysis with Recurrent Neural Networks in TensorFlow | Janani Ravi
- Getting Started with Azure Machine Learning | Jerry Kurata
- Understanding Machine Learning | David Chappell
- Machine Learning and Microsoft Cognitive Services | Janani Ravi
- Understanding the Foundations of TensorFlow - Introducing TensorFlow : Traditional ML Algorithms | Janani Ravi
Future Learn
- Data Science in the Games Industry | University of Dundee
- Digital Skills: Artificial Intelligence | Accenture
- Applications of AI Technology | Taipei Medical University
Udacity
- Intro to TensorFlow for Deep Learning byTensorFlow
- Intro to Artificial Intelligence
- Become a Machine Learning Engineer
- Advancing Data & Analytics Potential Together: Adapt | Alteryx new graduates and unemployed data workers are granted access
Other Courses
- Introduction to Artificial Intelligence | Doug Rose - LinkedIn
- Deep Learning | NYU Center for Data Science
- fast.ai
- Neural networks in JavaScript - Brain.js | Robert Plummer
- Creative Applications of Deep Learning with TensorFlow | Kadenze
- Deep Learning with TensorFlow | Cognitive Class
- Deep Learning Fundamentals | Cognitive Class
- Artificial Intelligence (AI) | Columbia University
- CS188 Intro to AI | UC Berkeley
- MOOC Training Course | PM.org
- Online Course on Neural Networks | Université de Sherbrooke - Hugo Larochelle
- Deep Learning Summer School 2015 | Yoshua Bengio, Roland Memisevic, Yann LeCun
- Neural Networks for Machine Learning 2013 | University of Toronto - Geoffrey Hinton the godfather of deep learning
- Machine Learning: 2014-2015 | Oxford - Nando de Freitas
- 640+ Free Online Programming & Computer Science Courses | freeCodeCamp
- 9 Best Machine Learning Certification & Training | Team Digital Defynd
- Open Culture best free cultural & educational media on the web
YouTube
- How to learn AI and ML in 2024 - A complete roadmap | Python Programmer
- You need to learn AI in 2024! (And here is your roadmap) | David Bombal
- Artificial Intelligence Advanced Course For 2023 | AI Training for Beginners | Simplilearn
Code Royale
Code Royale is the world's 1st educational eSport. Learn Machine Learning. Make Friends. Win Cash Prizes. We've been developing the game for 4 months now specifically for this community, and this is the 1st real glimpse of gameplay. The future of Education isn't a boring textbook or an hour long lecture, it's a social game. I have big ambitions for this, we want this game to not only teach players Machine Learning but also help them gain employment opportunities at top tech companies like Google and Amazon. It's a free-to-play game for PC/Mac/iOS/Android and we're going to release an alpha version next month, so if you want to be one of the first to gain access to the game, join the waitlist today! | Siraj Raval
Sign up today: https://www.playcoderoyale.com
- Calculus
- Linear Algebra
- Probability Theory
- Statistics
- Clustering Algorithms
- Regression Algorithms
- Classification Algorithms
- Reinforcement Learning Algorithms
- Python Programming.
