AICamp Courses

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

Real-Time Training and Scoring in AI/ML Systems

Discover real-time analytics techniques for time series data, focusing on merging data streams, feature creation, and MLOps strategies using air traffic prediction as a practical example.

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

Building ChatGPT Applications with Custom Data and LangChain Extensions - Session 6

Master building custom ChatGPT applications and learn data extraction techniques using LangChain. Explore integrating personal datasets with LLMs and implement efficient text extraction from PDFs using prompt engineering.

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

Embeddable Graph Database Management System - Kùzu DBMS

Discover Kùzu, an open-source embeddable graph database system optimized for complex joins, semi-structured data storage, and scalability, designed to handle modern data management challenges.

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

A Practical Guide to Large Language Models in Azure and Azure OpenAI

Gain insights into implementing Large Language Models in Azure, focusing on Azure OpenAI's features, use cases, and practical deployment strategies for both proprietary and open-source models.

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

Exploring Large Language Models with LangChain

Explore LangChain's capabilities for building LLM applications, including document Q&A, text summarization, chat history management, and integration with various LLM providers and external tools.

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