MLOps.community Courses

LLMs in Financial Services: Personalized Portfolio Recommendation Engines

Explore LLMs for personalized portfolio recommendations using Kafka stock ticker feed, natural language querying, and speech-to-text chatbot integration.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

AI-Powered Data Unification for Data Platforms

Explore AI-powered data unification techniques for robust data platforms, enhancing downstream AI accuracy and relevance using efficient LLMs in Salesforce's ecosystem.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Putting the AI Back in Medallion Lake Design

Explore a mature lakehouse design and learn how AI activities fit into various zones, enhancing understanding for AI engineers, citizen scientists, and data science experts.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Data Infrastructure Cost: Tips to Keep CFOs Happy

Discover strategies to reduce data infrastructure costs, share responsibility across teams, and control expenses over time for AI products.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

GenAI in Production with MLflow

Explore recent advancements in GenAI application lifecycle management, from tracking and evaluation to deployment and monitoring, with a focus on MLflow's future vision for supporting advanced agentic solutions.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

DuckDB's Search Capabilities for AI and LLM Stacks

Explore DuckDB's search capabilities and its role in LLM stacks for efficient and versatile data handling in AI applications.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Making Your Company LLM-native

Explore strategies for integrating LLMs into company workflows, product development, and customer experiences. Learn to leverage AI advancements for real business results and become an LLM-native organization.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Comparing ZenML, Metaflow, and All the Other DAG Tools

Explore the high-level features, strengths, and weaknesses of ZenML, Metaflow, and other DAG tools for ML workflows with Ben Eric and Demetrios.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

AI Agents: The Evolution of Our Digital Friends

Explore the fascinating journey of AI agents, from their humble beginnings as basic programs to their current role as sophisticated tools transforming industries worldwide.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Creating Multi-Agent AI Systems with KaibanJS - A JavaScript Framework

Discover how to build intelligent multi-agent systems using KaibanJS, a groundbreaking JavaScript framework that empowers developers to seamlessly integrate AI capabilities into their projects.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

A-MEM: Agentic Memory for LLM Agents - April Reading Group

Explore the A-MEM system for LLM agents that dynamically organizes knowledge using a Zettelkasten-inspired approach, creating contextual memory networks that evolve over time to enhance agent performance on complex tasks.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Building an AI Agent with LangGraph - Step by Step Tutorial

Dive into building your first AI agent with LangGraph in this step-by-step tutorial covering agent frameworks, graph-based workflows, and a practical budget coach example using Plaid API integration and Streamlit.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Build a Slack Agent with Pydantic AI - Step-by-Step Tutorial

Discover how to build an intelligent Slack digest bot using Pydantic AI that automatically finds and summarizes important threads, keeping you informed without the overwhelm in noisy channels.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

AI Agents for Financial Institutions

Explore the complexities of building AI Agents for financial institutions, focusing on scalable architecture to meet the demands of banks, credit unions, and fintechs.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Evaluation of Agentic Systems

Explore the structured approach to evaluating complex AI agents with Aditya Gautam, covering essential principles, methods, and metrics for meaningful assessment of agentic systems beyond standard evaluation techniques.

• YouTube
• 28 minutes
• Self-Paced
• Free Video