AI Engineer Courses

The Adversarial Path to the Personal Assistant - Building Private AI Assistants with Personal Data

Discover how to build a personal AI assistant that knows you by downloading your transaction data from major platforms to create immediate, personalized assistance without extensive user input.

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

Training Albatross - An Expert Finance LLM

Discover how to transform open-source models into domain-specific financial LLMs through continual pre-training, fine-tuning, and preference optimization for reliable task execution.

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

System Design for Next-Gen Frontier Models

Explore hardware requirements and system design challenges for next-generation frontier AI models with semiconductor industry insights from SemiAnalysis founder Dylan Patel.

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

Unveiling the Latest Gemma Model Advancements

Discover Gemma and Gemini model capabilities, learn to build LLM applications using Google Cloud's Vertex AI with practical model tuning and deployment examples.

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

The GenAI Maturity Curve or You Probably Don't Need Fine Tuning

Discover when to use prompting vs fine-tuning in GenAI through the maturity curve framework, with concrete triggers to guide your AI development decisions.

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

GitHub Next Explorations - Copilot Workspace and AI-Native Development Environment

Explore GitHub Next's latest innovations including Copilot Workspace, a revolutionary copilot-native development environment designed to streamline everyday coding tasks and workflows.

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

RAG and the MongoDB Document Model - Building Scalable AI Applications with Vector Search

Explore cutting-edge RAG techniques with MongoDB's Vector Search, Parent Child Retrieval Strategy, and Search Nodes to build scalable AI-powered applications efficiently.

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

Lessons from the Trenches - Building LLM Evals That Work IRL

Discover practical techniques for building robust LLM evaluations from scratch, with real-world examples and latest research on foundation model selection for enterprise use cases.

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

Which Jobs Can Be Replaced Today - Autonomous Agent Development and AGI Progress

Discover how autonomous AI agents are progressing toward replacing human jobs and their role as stepping stones to Artificial General Intelligence from Zeta Labs founders.

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

Building Efficient Hybrid Context Query for LLM Grounding

Discover how to build efficient hybrid context queries for LLM grounding using GraphQL APIs to handle complex multi-source data retrieval in GenAI applications.

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

Navigating Challenges and Technical Debt in LLMs Deployment

Explore ethical challenges, technical debt, and deployment complexities of Large Language Models in production environments with practical engineering solutions.

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

AI Frontiers in Trust and Safety - Combatting Multifaceted Harm on Tinder at Scale

Explore how Tinder combats harassment, scams, and harmful content using AI models, hybrid datasets, parameter-efficient fine-tuning, and real-time serving at global scale.

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

Enhancing Quality and Security in CI with AI Integration

Discover how AI transforms CI/CD pipelines to automatically improve code readability, security, and quality with minimal manual intervention and practical integration techniques.

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

Iterating on LLM Apps at Scale - Learnings from Discord

Discover best practices for rapid LLM app evaluation and iteration at scale, featuring Discord's engineering insights on development workflows, risk mitigation, and automation strategies.

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

Decoding Mistral AI's Large Language Models

Explore Mistral AI's open-source LLMs including Mixtral 8x7B and 8x22B, their mixture-of-experts architecture, training strategies, and API usage in this 18-minute expert presentation.

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