Free online
Learn Pytorch Machine Learning Library online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
IBM
In this capstone project, you'll use either Keras or PyTorch to develop, train, and test a Deep Learning model. Load and preprocess data for a real problem, build the model and then validate it.
IBM
This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch.
The Linux Foundation
Learn how PyTorch, a deep learning framework, can be used to automate and optimize processes through the development and deployment of state-of-the-art AI applications. The course will also help you understand the importance of data quality, how to choose the right model, and the challenges in depl…
IBM
Build in-demand, job-ready generative AI architecture and data science skills in two weeks. A basic knowledge of Python and PyTorch and an awareness of machine learning and neural networks would be an advantage, though not strictly required.
IBM
Gain job-ready skills in generative AI and NLP that employers need. Enhance your resume with in-demand expertise that will help you stand out as an AI engineer, AI developer, or data scientist.
IBM
Build job-ready skills in NLP based applications using GPT and BERT in just 2 weeks! Add sought-after skills employers are looking for to your resume and power up your AI career.
IBM
Gain job-ready AI engineering skills for working with transformers, LLM frameworks, and GPT, and learn how to fine-tune models using Hugging Face and PyTorch.
Arm Education
Discover the fundamental concepts behind artificial intelligence (AI) and machine learning in this introductory course. Explore the various types of AI, examine ethical considerations, and delve into the key machine learning models that power modern AI systems. Whether your goal is to work directly…
IBM
This course is the first part in a two part course and will teach you the fundamentals of PyTorch. In this course you will implement classic machine learning algorithms, focusing on how PyTorch creates and optimizes models. You will quickly iterate through different aspects of PyTorch giving you st…
Arm Education
Efficient AI is more than algorithms. This hands-on course shows you how to optimize GenAI workloads on real-world systems using techniques such as SIMD (SVE, Neon), low-bit quantization, and the optimized KleidiAI library. You will develop essential strategies and skills to build scalable, high-pe…
Microsoft
This course provides a complete roadmap to becoming an AI Engineer. Learn to design, build, and deploy intelligent systems by mastering machine learning, deep learning, and MLOps. From foundations to advanced models and real-world deployment, gain the practical skills and strategic insights needed…
CodeSignal
Build practical PyTorch skills for deep learning, from tensor operations to neural network training and optimization. Apply these concepts through hands-on modeling with real datasets, including multi-class classification on the Wine dataset.
Xccelerate
Explore the realms of machine learning and deep learning. Build and evaluate classification and regression models, and understand clustering techniques and neural networks.
