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Newest Releases

Build a LangChain-based AI-powered Data Analysis Assistant | View in the Skills Network Catalog

Learn LangChain tools and agents while developing a data science assistant to automate tasks from exploring CSVs to training ML models. This project guides you through creating a natural language interface that makes data analysis accessible to non-technical users. Build specialized tools that handle everything from listing available datasets to generating statistics and evaluating machine learning models. Learn how AI agents interpret user requests, select appropriate tools, and execute complex data workflows through conversation.

LangGraph 101: Learn to Build Agentic Workflows | View in the Skills Network Catalog

Create agentic workflows with LangGraph by learning key components like nodes, states, edges, and conditional edges through a user authentication use case. Learn how to design AI workflows that adapt to real-time inputs and manage state-driven logic effectively. You’ll explore how to code success and failure scenarios, build dynamic decision-making systems, and create workflows tailored to diverse conditions. Perfect for developers and AI enthusiasts, this project focuses on equipping you with practical skills to design flexible, autonomous AI systems for real-world applications.

Build and Execute Your Own Tools for LLMs | View in the Skills Network Catalog

Connect language models to the digital world by building tools that serve as their hands and eyes. This project shows you how to create specialized functions that let LLMs interact with YouTube videos and external services. You'll master the process of designing tools and controlling their execution through manual tool calling. Learn to build functions that extract video IDs, fetch transcripts, and analyze trending content. In just 1 hour, gain the expertise to create AI systems that search and analyze video content and understand the mechanics behind today's most powerful AI assistants.

Make Your AI Agents Smarter with Reflection in LangGraph | View in the Skills Network Catalog

Build AI Agents that reason, critique their own work, and iteratively improve their responses just like a human. This project teaches you to build a tweet optimization workflow where content improves with each iteration, just like human editing. In just 45 minutes, master the principles of reflection agents that can recognize their own limitations and actively improve their responses—an essential skill for creating more intelligent, agentic AI systems.

Updates

Using R with Databases | View in the Skills Network Catalog

The intent of this course is to teach you how to unlock the power and magic of R to analyze data in relational databases. It will show you how to connect to relational databases, access and query the database, update and modify the data, analyze it and perform simple visualizations.

Scalable Web Applications on Kubernetes | View in the Skills Network Catalog

This mini course walks you through how to scaffold a web application, run it locally in a container, and then deploy it to a Kubernetes cluster created with Kubernetes Service. Additionally, you will learn how to bind a custom domain, monitor the health of the environment, and scale the application.