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Exclusive – Foundations of Deep Learning with PyTorch: From Tensors to Real-World Models is a hands-on, immersive course designed to help learners build a solid understanding of deep learning through the lens of PyTorch. Whether you're a software engineer, data scientist, or asp...

Exclusive – MLOps Fundamentals is a comprehensive guide to the principles, components, and tools used in Machine Learning Operations (MLOps). It provides a thorough understanding of the machine learning lifecycle, MLOps lifecycle, and the benefits and tools involved, such as MLF...

Gain a baseline understanding of the core concepts, tools, and roles in Data Science.

Exclusive – Artificial intelligence is no longer a distant frontier—it’s a present-day imperative for organizations seeking to remain competitive, innovative, and resilient. Yet, successful AI adoption isn’t just about deploying technology; it requires a deliberate, phased appro...

The AI Security Deep Dive is a comprehensive three-day intensive course designed for programmers, security analysts, and cybersecurity professionals who need to understand and defend against the unique security challenges posed by artificial intelligence and machine...

Prepping data sets for machine learning and thinking about results

Learn about machine learning algorithms leveraging Python.

Amazon SageMaker Studio helps data scientists prepare, build, train, deploy, and monitor machine learning (ML) models quickly. It does this by bringing together a broad set of capabilities purpose-built for ML. This course prepares experienced data scientists to use...

Exclusive – This course provides a comprehensive introduction to Large Language Models (LLMs), focusing on what they are, how to build them using PyTorch, and how to use them for inference in language tasks. Participants will learn about the history of LLMs, how LLMs fit into th...

Agents powered by large language models (LLMs) are quickly gaining popularity as people are finding new capabilities and opportunities to greatly improve their productivity. An especially powerful recent development has been the popularization of retrieval-based LLM...