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Built as a joint effort by Microsoft and the team that started Apache Spark, Azure Databricks provides data science, engineering, and analytical teams with a single platform for big data processing and machine learning. In this course, you’ll learn how to use Azure D...

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...

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...

Exclusive – This course provides a comprehensive introduction to Generative AI for a broad audience. Learners will be introduced to what Generative AI is, where it fits historically and within the current landscape of AI, the different types of Generative AI, and the different o...

This course takes you on a complete journey from raw data to a fine-tuned, optimized model. You will begin by learning how to curate high-quality datasets and generate synthetic data with NVIDIA NeMo Curator. Next, you will dive deep into the crucial process of model...

Thanks to improvements in computing power and scientific theory, generative AI is more accessible than ever before. Generative AI plays a significant role across industries due to its numerous applications, such as creative content generation, data augmentation, simu...

Very large deep neural networks (DNNs), whether applied to natural language processing (e.g., GPT-3), computer vision (e.g., huge Vision Transformers), or speech AI (e.g., Wave2Vec 2) have certain properties that set them apart from their smaller counterparts. As DNN...

Very large deep neural networks (DNNs), whether applied to natural language processing (e.g., GPT-3), computer vision (e.g., huge Vision Transformers), or speech AI (e.g., Wave2Vec 2) have certain properties that set them apart from their smaller counterparts. As DNN...

The AAIA Certification Prep Course is designed to help professionals build the expertise needed to audit and govern AI systems with confidence. As artificial intelligence becomes integral to business operations, organizations face new challenges around ethics, compli...

AI Secure Programming for Web Applications / Technical Overview is built for security professionals, technical leaders, developers, and stakeholders who need a strong starting point to understand how AI is reshaping risks in modern web applications. As AI-powered fea...