Learn more complex tree data structures, AVL and (2-4) trees. Investigate the balancing techniques found in both tree types. Implement these techniques in AVL operations. Explore sorting algorithms with simple iterative sorts, followed by Divide and Conquer algorithms. Use the course visualizations to understand the performance.

Delve into Pattern Matching algorithms from KMP to Rabin-Karp. Tackle essential algorithms that traverse the graph data structure like Dijkstra’s Shortest Path. Study algorithms that construct a Minimum Spanning Tree (MST) from a graph. Explore Dynamic Programming algorithms. Use the course visualization tool to understand the algorithms and their performance.

Delve into Pattern Matching algorithms from KMP to Rabin-Karp. Tackle essential algorithms that traverse the graph data structure like Dijkstra’s Shortest Path. Study algorithms that construct a Minimum Spanning Tree (MST) from a graph. Explore Dynamic Programming algorithms. Use the course visualization tool to understand the algorithms and their performance.

Complete your understand of the design life cycle by learning to take interface ideas, prototype them quickly, and evaluate them with real users. Finally, tie principles and methods together and learn the next steps you could take in HCI.

Learn the basics of object-oriented programming and algorithms.

Learn how to create and use exceptions, data structures, recursion, and graphical user-interfaces (GUIs).

Learn about machine learning, the area of artificial intelligence (AI) that is concerned with computational artifacts that modify and improve performance through experience.

Discover the most common software vulnerabilities according to OWASP and different techniques of writing more secure code. Prevent from security bugs creeping into your codebase following security best practices.

This Module explores using GitHub Copilot to accelerate development of an end-to-end project. GitHub Copilot is used to explain unfamiliar code, generate project documentation, develop a new app feature, develop unit tests, and implement improvements.

Connect to an Azure Cosmos DB for NoSQL account using C# and .NET to perform common operations. Your code creates resources, coordinate multiple operations, and query items.

Connect an existing Blazor web application to Azure Cosmos DB for NoSQL and Azure OpenAI using their .NET software development kits. Your code manages and queries items in an API for NoSQL container. Your code also sends prompts to Azure OpenAI and parses the responses.

This guided project is about building message extension plugins for Microsoft 365 Copilot using TypeScript and the Teams Toolkit.