AICamp Courses

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

Implementing AI-Based Fraud Detection Solutions Visually with KNIME

Discover how to build AI-based fraud detection systems and multilingual alert systems using KNIME's visual programming - no coding required. Implement RAG and GenAI solutions through simple node connections.

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

Training Image Classification Models with GPU and Vertex AI - Session 4

Master image classification model training using GPU and Vertex AI, focusing on state-of-the-art techniques and practical implementation with Google's advanced tools.

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

Beyond the Buzzword: Getting Real with Vertex AI - Episode 1

Dive into practical applications of Vertex AI, exploring real-world implementations and capabilities of Google's enterprise AI platform with insights from a Google expert.

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

Building Your Own AI Assistant Agent with Coze - Workshop

Master AI agent development with hands-on guidance for building, connecting to real-time data sources, implementing RAG pipelines, and deploying custom assistants across multiple platforms.

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

Self-Improvement with Large Language Models - From Self-Debugging to Prompt Optimization

Explore how Large Language Models can debug their own code and improve prompts through self-optimization techniques, focusing on rubber duck debugging and performance enhancement strategies.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Boosting Large Language Models with Retrieval Augmented Generation

Discover how to enhance LLM performance using Retrieval Augmented Generation (RAG) techniques, focusing on real-time data integration and reducing hallucinations through event-driven streaming approaches.

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

Cloud Native Threat Detection with Runtime Security Using Falco

Gain insights into runtime security and Falco implementation for real-time threat detection across Kubernetes, containers, and cloud environments through hands-on practice and labs.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

AI-driven Language Processing with Vector Search Using Apache Cassandra

Discover how to implement vector search in Apache Cassandra for semantic data retrieval, enabling natural language queries and context-aware information extraction.

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

Real-time Product Recommendations with Vector Search and Generative AI

Discover how to build high-performing product recommendation systems using vector search, generative AI, and distributed databases for e-commerce applications.

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

What's New in Generative AI at Google - Tools and APIs for Developers

Discover Google's latest Generative AI tools and APIs for developers, exploring how to harness LLMs for natural language processing and generation with unprecedented fluidity.

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