CS: Software Engineering

Learners will gain the skills to serve powerful language models as practical and scalable web APIs. They will learn how to use the llama.cpp example server to expose a large language model through a set of REST API endpoints for tasks like text generation, tokenization, and embedding extraction.

The landscape of LLMs and the libraries that support them has evolved rapidly in recent months. This course is designed to keep you ahead of these changes. You’ll explore new advancements like ChatGPT’s function calling capability, and build a conversational agent using a new syntax called LangChain Expression Language [...]

Welcome to the course on Power BI Integration with AWS and Snowflake. Design and build data models on Snowflake using Snowflake Architecture's unique schema . Manage the hosting of datasets on AWS and connect them with Power BI to stream data and use it to visualize data.

This course will teach you how to deploy and manage large language models (LLMs) in production using AWS services like Amazon Bedrock.

Learn the fundamentals of large language models (LLMs) and put them into practice by deploying your own solutions based on open source models. By the end of this course, you will be able to leverage state-of-the-art open source LLMs to create AI applications using a code-first approach.

This course is a continuation of the Introduction to Software Development and Applications course. In this course, you will dive further into exploring software engineering techniques and their application to real-world business problems. Students who take this course will be equipped with practical design and programming techniques for the [...]

The primary objectives of this course are to introduce software engineering techniques and their application to real-world business problems. You will be equipped with practical design and programming techniques for the purpose of modeling significant business applications quickly.

This course is designed for beginners and those with some programming experience in either Python or Rust that want to implement automation and utilities in the command-line. Although no prior knowledge of Python or Rust is required, basic programming knowledge is recommended as well as some familiarity with the [...]