By the end of this course, a learner will have a solid understanding of Large Language Models running locally. You'll be able to setup a local environment using powerful tooling to run different LLMs and interact with them both with a web interface as well as with APIs. You will explore other tools and programming languages to interact with these LLMs and using LLMs via via … [Read more...] about Foundations of Local Large Language models
Machine Learning
Voice of Change: Communicate with Teams for GenAI Adoption
Generative AI is rapidly reshaping the corporate world. To keep pace with this ever-changing landscape, in this experience, Microsoft executive Fatima Kardar walks leaders through how to integrate Generative AI into their business strategies, focusing on practical applications for C-Suite executives. By the end of this experience, learners will be able to better develop, roll … [Read more...] about Voice of Change: Communicate with Teams for GenAI Adoption
GenAI Summarization with Langchain: Summarize Text Documents
In this guided project, you will learn the art of text summarization using the well-known GenAI framework, Langchain, and transform it into a practical, real-world web application with Streamlit. During this hands-on experience, we will encapsulate vast volumes of text into concise and coherent summaries by harnessing the power of GPT models and prompt template resided within … [Read more...] about GenAI Summarization with Langchain: Summarize Text Documents
Setting a Generative AI Strategy
In this course, we delve into the potential impact of GenAI on various facets of business with a particular focus on customer value creation and productivity. We’ll review research from leaders in academia and industry to understand emerging thinking on GenAI’s business impact. Imagine a future where GenAI not only drives business growth but also reshapes the very fabric of … [Read more...] about Setting a Generative AI Strategy
Determining AI Needs
There are a ever increasing number of options, strategies and solutions for integrating AI solutions into a project. It can feel overwhelming to understand what these options entail let alone understand how to decide what solution best fits a use case. In this course we aim to give individuals the basic info they need to make basic plans for integrating AI tools into their … [Read more...] about Determining AI Needs