AI Skills

📂 Full description Theres an increased demand to integrate AI and machine learning workflows into many different business sectors. This is especially true in todays unique and constantly evolving global healthcare landscape.In this course, instructor Wuraola Oyewusi provides an overview of how AI and machine learning can optimize healthcare processes, data analysis, health outcomes, and more. Along the way, gather insights drawn from real-world examples to address complex privacy and ethical considerations in the industry. Wuraola also shows you how to utilize machine learning for tabular healthcare datasets using a Google Colab Notebook, including clinical records, classification, predictions, regression, clustering, and localization.

🔅 Machine Learning Fundamentals for Healthcare 🌐 Author: Wuraola Oyewusi 🔰 Level: Beginner ⏰ Duration: 1h 36m

🌀 Get an introduction to the fundamentals of machine learning and AI in this course designed for healthcare professionals.

📗 Topics: Healthcare Information Technology, Machine Learning 📤 Join Artificial Intelligence and Machine Learning for more courses

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📂 Full description Many of the worlds most exciting and innovative new tech projects leverage the power of machine learning. But if you want to set yourself apart as a data scientist or machine learning engineer, you need to stay up to date with the current tools and best practices for creating effective, predictable models.In this course, instructor Helen Sun shows you how to get up and running with PyTorch, the open-source machine learning framework known for its simplicity, performance, and APIs. Explore the basic concepts of PyTorch, including tensors, operators, and conversion to and from NumPy, as well as how to utilize autograd, which tracks the history of every computation recorded by the framework. By the end of this course, youll also be equipped with a new set of skills to get the most out of Torchvision, Torchaudio, and Torchtext.

🔅 Hands-On PyTorch Machine Learning 🌐 Author: Helen Sun 🔰 Level: Intermediate ⏰ Duration: 56m

🌀 Discover the fundamentals of creating machine learning models with PyTorch, the open-source machine learning framework.

📗 Topics: PyTorch, Machine Learning 📤 Join Artificial intelligence for more courses

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🔗 ML Libraries

🔗 AI Agents for Beginners - A Course

This course has 10 lessons covering the fundamentals of building AI Agents.

🔰Each lesson covers its own topic so start wherever you like! 🔰There is multi-language support for this course. 🔗 Links: https://github.com/microsoft/ai-agents-for-beginners

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🔅 08 - FineTuning LLMs

🔅 07 - LLM Context Window

🔅 06 - LLM Parameters

🔅 05 - Inside an LLM Under the Hood

🔅 04 - How LLMs generate text

🔅 03 - Who invented LLMs