diff --git a/courses/free-courses-en.md b/courses/free-courses-en.md index a03b4e2f4..034c32605 100644 --- a/courses/free-courses-en.md +++ b/courses/free-courses-en.md @@ -263,7 +263,9 @@ * [Aml-2018 Ambient Intelligence](https://www.youtube.com/playlist?list=PLqRTLlwsxDL8fUcY2Y54sITILyJcTySpC) - Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello @ Politecnico di Torino * [Artificial Intelligence on Google Cloud Platform](https://www.youtube.com/playlist?list=PL3N9eeOlCrP6Nhv4UFp67IsQ_TVDpXqXK) - Srivatsan Srinivasan @ AIEngineering * [Artificial Intelligence Search Methods For Problem Solving](https://www.youtube.com/playlist?list=PLbMVogVj5nJSFZoiF6RDqyz_m6Srjx_MY) - nptelhrd +* [Augment your LLM Using Retrieval Augmented Generation](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-16+V1) - NVIDIA Deep Learning Institute * [AWS Certified AI Practitioner (AIF-C01)](https://www.youtube.com/watch?v=WZeZZ8_W-M4) - Andrew Brown (FreeCodeCamp) +* [Building RAG Agents with LLMs](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-15+V1) - NVIDIA Deep Learning Institute **FREE FOR A LIMITED TIME** * [Community Computer Vision Course](https://huggingface.co/learn/computer-vision-course) - Hugging Face * [CS50’s Introduction to Artificial Intelligence with Python](https://cs50.harvard.edu/ai/) - Brian Yu, David J. Malan (Harvard OpenCourseWare and edX) * [Deep Reinforcement Learning Course](https://huggingface.co/learn/deep-rl-course) - Hugging Face @@ -289,10 +291,12 @@ * [CS236: Deep Generative Models](https://www.youtube.com/playlist?list=PLoROMvodv4rPOWA-omMM6STXaWW4FvJT8) - Stefano Ermon (Stanford Online) * [Deep Generative Models](https://www.youtube.com/playlist?list=PL2UML_KCiC0UPzjW9BjO-IW6dqliu9O4B) - Volodymyr Kuleshov * [Foundation Models and Generative AI](https://ocw.mit.edu/courses/6-s087-foundation-models-and-generative-ai-january-iap-2024) - Rickard Gabrielsson (MIT OpenCourseWare) +* [Generative AI Explained](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-07+V1) - NVIDIA Deep Learning Institute * [Generative AI for Beginners](https://microsoft.github.io/generative-ai-for-beginners/) - Microsoft * [Generative AI for Beginners - Java Edition](https://github.com/microsoft/Generative-AI-for-beginners-java) - Microsoft * [Generative AI for Beginners (.NET Edition)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet) - Microsoft (GitHub) -* [Generative AI for beginners with JavaScript](https://github.com/microsoft/generative-ai-with-javascript) - Microsoft (Github) +* [Generative AI for beginners with JavaScript](https://github.com/microsoft/generative-ai-with-javascript) - Microsoft (GitHub) +* [Getting Started with NVIDIA Tools for Generative AI in Digital Health](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-HX-03+V1) - NVIDIA Deep Learning Institute * [Intro to Generative AI](https://www.codecademy.com/learn/intro-to-generative-ai) - Codecademy * [LangChain & Vector Databases in Production](https://learn.activeloop.ai/courses/langchain) - Activeloop *(account required)* * [LangChain for LLM Application Development](https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development) - Harrison Chase, Andrew Ng (DeepLearning.AI) @@ -358,6 +362,7 @@ * [Build an IoT Blockchain Network for a Supply Chain](https://cognitiveclass.ai/courses/blockchain-iot-node-red-food-network) - CognitiveClass.ai * [Build and Deploy Your First Decentralized App with Etherem](https://www.udemy.com/course/your-first-decentralized-app/) - Gary Simon (Udemy) * [CryptoZombies.io](https://cryptozombies.io) - CleverFlare, Loom Network +* [Decentralized AI at Scale with NVIDIA Flare](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-29+V1) - NVIDIA Deep Learning Institute * [Ethereum Developer Bootcamp](https://www.alchemy.com/university/courses/ethereum) - Alchemy University * [Flow Course](https://learnweb3.io/courses/flow-course) - LearnWeb3 * [Free Blockchain Development Courses](https://www.youtube.com/playlist?list=PLS5SEs8ZftgUNcUVXtn2KXiE1Ui9B5UrY) - Dapp University @@ -444,6 +449,7 @@ ### Cloud Computing * [A Practical Introduction to Cloud Computing](https://www.udemy.com/course/introduction-cloud-computing/) - Neil Anderson +* [Building AI-Powered Material Generation for Omniverse With DGX Cloud](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-53+V1) - NVIDIA Deep Learning Institute * [Cloud Computing (CC)](https://www.youtube.com/playlist?list=PLROvODCYkEM8xUk8R2T79KbZ7YfCXMbZS) - OU Education * [Cloud Computing and Development](https://uaceit.com/courses/cloud-computing-and-development) - Ashwin Kumar Ramaswamy (UAceIt) (email address *required*) * [Cloud Computing Full Course In 11 Hours \| Cloud Computing Tutorial For Beginners](https://www.youtube.com/watch?v=2LaAJq1lB1Q) - Edureka! @@ -514,6 +520,7 @@ * [CS50's Introduction to Computer Science](https://cs50.harvard.edu/x/) - David J. Malan (Harvard OpenCourseWare and edX) * [Design of Computer Programs](https://www.udacity.com/course/design-of-computer-programs--cs212) - Peter Norvig (Udacity) * [Discrete Mathematics for Computer Science Specialization](https://www.youtube.com/playlist?list=PLtS8Ubq2bIlXO4qEM5BOsBy6xWQNVFu8l) - My Lesson +* [How to Build a Native OpenUSD XR Application](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-12+V1) - NVIDIA Deep Learning Institute * [Introduction to Augmented Reality and ARCore](https://www.coursera.org/learn/ar) - Daydream * [LouvainX Paradigms of Computer Programming – Abstraction and Concurrency](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-1#!) * [LouvainX Paradigms of Computer Programming – Fundamentals](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-1) @@ -534,6 +541,7 @@ ### Cuda +* [An Even Easier Introduction to CUDA](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-AC-01+V1) - NVIDIA Deep Learning Institute * [CUDA Crash Course](https://www.youtube.com/playlist?list=PLxNPSjHT5qvtYRVdNN1yDcdSl39uHV_sU) - CoffeeBeforeArch * [CUDA Programming Course -- Parallel Computing using Nvidia GPUs](https://www.youtube.com/playlist?list=PL1ysOEBe5977vlocXuRt6KBCYu_sdu1Ru) - Learn Computer Science * [CUDA Programming Course – High-Performance Computing with GPUs](https://www.youtube.com/watch?v=86FAWCzIe_4&t=2s) - Elliot Arledge (FreeCodeCamp) @@ -561,6 +569,7 @@ ### Data Science +* [Accelerate Data Science Workflows with Zero Code Changes](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-DS-03+V1) - NVIDIA Deep Learning Institute * [Advanced Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/advanceddataminingwithweka/) * [An Introduction to Data Science](https://www.udemy.com/course/an-introduction-to-data-science/) * [Apache Airflow Tutorials](https://www.youtube.com/playlist?list=PLYizQ5FvN6pvIOcOd6dFZu3lQqc6zBGp2) - Tuan Vu @@ -590,6 +599,7 @@ * [Introduction to Data Science](https://www.simplilearn.com/data-science-free-course-for-beginners-skillup) - SkillUp by Simplilearn * [Introduction to Data Science in Python](https://www.coursera.org/learn/python-data-analysis) - Christopher Brooks (Coursera) * [Introduction to Data Science with python](https://www.edx.org/learn/data-science/harvard-university-introduction-to-data-science-with-python) - Pavlos Protopapas (edX HarvardX) +* [Introduction to Federated Learning with NVIDIA FLARE](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-28+V1) - NVIDIA Deep Learning Institute * [Learn Data Science Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=ua-CiDNNj30) - Barton Poulson (FreeCodeCamp.org) * [MIT's Introduction to Computational Thinking and Data Science](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/) - Eric Grimson, John Guttag, Ana Bell (MIT OpenCourseWare) * [More Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/moredataminingwithweka/) @@ -649,6 +659,8 @@ ### Deep Learning * [Advanced NLP using spaCy](https://course.spacy.io) - Ines Montani +* [Build a Deep Research Agent](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-40+V1) - NVIDIA Deep Learning Institute +* [Building A Brain in 10 Minutes](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-FX-01+V1) - NVIDIA Deep Learning Institute * [Complete Deep Learning](https://www.youtube.com/playlist?list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi) - Krish Naik * [Convolutional Neural Networks for Visual Recognition](http://cs231n.github.io) * [Deep Learning for Natural Language Processing](http://cs224d.stanford.edu) @@ -1460,11 +1472,20 @@ ### Misc * [Advanced Adobe XD (Web Design)](https://webdesign.tutsplus.com/courses/advanced-adobe-xd-for-everyone) - Adi Purdila -* [Computer Graphics](http://nptel.ac.in/courses/106106090/) +* [An Introduction to Developing With NVIDIA Omniverse](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-11+V1) - NVIDIA Deep Learning Institute +* [Assembling Your First Digital Twin With Omniverse and OpenUSD](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-49+V1) - NVIDIA Deep Learning Institute +* [Computer Graphics](http://nptel.ac.in/courses/106106090/) +* [Creating an Omniverse Extension With Python](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-16+V1) - NVIDIA Deep Learning Institute +* [Develop, Customize, and Publish in Omniverse With Extensions](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-02+V1) - NVIDIA Deep Learning Institute +* [Extend Omniverse Kit Applications for Building Digital Twins](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-13+V1) - NVIDIA Deep Learning Institute * [FindLectures.com](https://web.archive.org/web/20161219180842/https://www.findlectures.com/?class1=Technology) - Index of conference talks by language / topic ( :card_file_box: *archived*) +* [Fundamentals of Working With OpenUSD](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-15+V1) - NVIDIA Deep Learning Institute +* [Getting Started with AI on Jetson Nano](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-RX-02+V2) - NVIDIA Deep Learning Institute +* [Introduction to NVIDIA NIM™ Microservices](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-23+V1) - NVIDIA Deep Learning Institute * [Introduction to Quantum Computing and Quantum Hardware](https://qiskit.org/learn/intro-qc-qh) - Qiskit * [Introduction to Reinforcement Learning with David Silver](https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver) - David Silver * [MIT Numerical Methods (2014)](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm) +* [Streamlining Drug Discovery with NVIDIA BioNeMo NIM Microservices and Blueprints](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-HX-04+V1) - NVIDIA Deep Learning Institute * [The Art of Code - Dylan Beattie](https://www.youtube.com/watch?v=6avJHaC3C2U) - Dylan Beattie @@ -1544,13 +1565,14 @@ ### PLC - Programmable logic controllers -* [Learning motion control and IO with Beckhoff TwinCAT PLCs](https://www.youtube.com/playlist?list=PLE1CU6EebvTD29gsHo1djsKU7J5Dtp0Bn) - Evan Jensen +* [Learning motion control and IO with Beckhoff TwinCdAT PLCs](https://www.youtube.com/playlist?list=PLE1CU6EebvTD29gsHo1djsKU7J5Dtp0Bn) - Evan Jensen * [Learning PLCs with Structured Text](https://www.youtube.com/playlist?list=PLE1CU6EebvTCJCMIUOSWgMseMaW-2k5zH) - Evan Jensen * [PLC programming using TwinCAT 3](https://www.youtube.com/playlist?list=PLimaF0nZKYHz3I3kFP4myaAYjmYk1SowO) - Jakob Sagatowski ### Processing +* [Disaster Risk Monitoring Using Satellite Imagery](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-ES-01+V1) - NVIDIA Deep Learning Institute * [Learning Processing: A Beginner's Guide to Programming Images, Animation, and Interaction](https://thecodingtrain.com/tracks/learning-processing) - The Coding Train @@ -1571,6 +1593,7 @@ * [Getting Started with Python for Data Science](https://www.codecademy.com/learn/getting-started-with-python-for-data-science) - Codecademy * [Google's Python Course](https://developers.google.com/edu/python/) * [Introduction to Computer Science and Programming](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/) (MIT's opencourseware) +* [Introduction to Multi-Modal Data Curation](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-27+V1) - NVIDIA Deep Learning Institute * [Introduction to Python](https://docs.microsoft.com/en-us/learn/modules/intro-to-python) (Microsoft Docs) * [Introduction to Python Basics for Data Science](https://dphi.tech/learn/introduction-to-python-basics-for-data-science) (DPhi) * [Introduction to Python Programming](https://www.udacity.com/course/introduction-to-python--ud1110) (Udacity) @@ -1694,9 +1717,23 @@ ### Robotics +* [A Beginner's Guide to Autonomous Robots](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-35+V1) - NVIDIA Deep Learning Institute +* [An Introduction to AI-Based Robot Development With Isaac ROS](http://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-34+V1) - NVIDIA Deep Learning Institute +* [An Introduction to Robot Learning and Isaac Lab](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-36+V1) - NVIDIA Deep Learning Institute +* [Develop, Simulate, and Deploy Robot Intelligence With Scaled Foundations](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-38+V1) - NVIDIA Deep Learning Institute +* [Developing Robots With Software-in-the-Loop (SIL) In Isaac Sim](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-31+V1) - NVIDIA Deep Learning Institute * [Free Robotics Course For School Students Certified Course By Coding Blocks Junior](https://youtube.com/playlist?list=PLhLbJ9UoJCvtlCNamtuDay41AG0JhQBKU) - CodingBlocks Junior +* [Generating High-Quality Motion Data for Robotics With MobilityGen](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-37+V1) - NVIDIA Deep Learning Institute +* [Getting Started: Simulating Your First Robot in Isaac Sim](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-27+V1) - NVIDIA Deep Learning Institute * [Introduction to RTOS](https://www.youtube.com/playlist?list=PLEBQazB0HUyQ4hAPU1cJED6t3DU0h34bz) - Shawn Hymel, Digi-Key +* [Leveraging ROS 2 and Hardware-in-the-Loop (HIL) in Isaac Sim](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-32+V1) - NVIDIA Deep Learning Institute * [Robotics 1](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) - A. De Luca +* [Software-in-the-Loop Testing for Robots With OpenUSD, Isaac Sim, and ROS](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-39+V1) - NVIDIA Deep Learning Institute +* [Synthetic Data Generation for Perception Model Training in Isaac Sim](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-30+V1) - NVIDIA Deep Learning Institute +* [Train Your First Robot in Isaac Lab](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-46+V1) - NVIDIA Deep Learning Institute +* [Train Your Second Robot in Isaac Lab](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-47+V1) - NVIDIA Deep Learning Institute +* [Training Healthcare Robotics From Scratch Using Isaac for Healthcare](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-52+V1) - NVIDIA Deep Learning Institute +* [Transferring Robot Learning Policies From Simulation to Reality](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-OV-28+V1) - NVIDIA Deep Learning Institute ### Ruby