AICamp Courses

OpenAI's Ecosystem - APIs, Assistants and Beyond

Explore OpenAI's ecosystem through hands-on experimentation with APIs, discover how to build AI assistants, and understand practical applications and limitations of these powerful tools.

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

Prompt Engineering and Advanced Techniques for AI Applications

Master the art of crafting effective AI prompts while exploring advanced techniques and building practical prototypes to enhance your prompt engineering capabilities.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Running Meta Llama 2 Locally with Ollama - Day 5

Dive into local Llama 2 implementation using Ollama, exploring model size and performance trade-offs for efficient AI deployment.

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

Google Gemini and the Multi-Modal Revolution - Day 3

Explore the groundbreaking capabilities of Google Gemini's multi-modal AI system, understanding how it processes text, images, and audio for advanced applications.

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

A Design Delivery System for AI and Overcoming Tech Debt

Discover a pragmatic, battle-tested approach to AI design and delivery, focusing on how design, engineering, and operations must work together to prevent common pitfalls in AI initiatives.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

The Future of Software Development: Agents Are Coming!

Explore how AI is transforming software development with Google Gemini Code Assist, focusing on intelligent code generation, automated testing, and efficient code reviews to enhance developer productivity and accelerate time-to-market.

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

AI Agent Learning Series with Google - FastMCP and Tool Integration - Episode 2

Dive into FastMCP and tool integration for AI agents with Google experts through hands-on coding, theory, and Q&A in this comprehensive workshop series.

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

AI Agent Learning Series with Google - Foundations with ADK - Episode 1

Master AI agent development fundamentals using Google's ADK through hands-on coding sessions, tool integrations, and cloud deployment strategies with expert Google instructors.

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

Supercharging LLMs with Knowledge Graphs and GraphRAG - Using LLM Agents

Explore cutting-edge applications of LLMs with GraphRAG and intelligent agents, covering implementation strategies, knowledge graph integration, and practical use cases for AI systems.

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

NVIDIA Federated Learning - Concepts, Technology, and Use Cases

Discover how NVIDIA FLARE enables collaborative AI development through federated learning, focusing on privacy-preserving distributed training across enterprises while exploring real-world applications in healthcare and finance.

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

LLM Applications: Core Components and Design Patterns with Vertex AI

Discover essential design patterns and core components for building LLM applications with Vertex AI, from context window optimization to RAG pipelines and agent-based tools.

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

Optimizing RAG Performance with Hybrid Vector Search and Optimized Embeddings - Episode 9

Dive into advanced RAG optimization techniques, exploring hybrid vector search and embedding strategies to enhance search quality and user experience in GenAI systems.

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

Gemini Grounding with Vertex AI and Google Search

Discover how to enhance Gemini models' reliability through grounding techniques, connecting AI responses to real-world data using Vertex AI and Google Search integration for improved accuracy.

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

GitHub Copilot: Hands-On Workshop for AI-Powered Development

Master GitHub Copilot's AI-powered features for faster coding, from crafting effective prompts to generating tests, handling SQL, and automating various development tasks across multiple languages.

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

Building Multimodal Question-Answering Systems with Gemini for Financial Analysis

Explore building multimodal question-answering systems using Gemini's advanced capabilities for financial analysis, leveraging text, image, audio, and video inputs with Vertex API integration.

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