Discover AI Courses

Salesforce Einstein GPT Integration for Business Process Automation

Explore how Einstein GPT revolutionizes business processes through AI integration in Salesforce's ecosystem, focusing on practical applications and commercial implementation.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Comparing Autonomous Agents - AWS Bedrock vs GPT-4 Code Interpreter

Explore AWS Bedrock's autonomous agents and their advanced reasoning capabilities compared to GPT-4 Code Interpreter, featuring secure integration with company databases and OpenAPI functionality.

• YouTube
• 18 minutes
• On-Demand
• Free Video

LLM Fine-tuning: Two Crucial Tips for New Models Using Llama 2

Master essential workflow optimization techniques for fine-tuning LLM models, focusing on two critical mistakes to avoid when customizing Llama 2 with your dataset.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Robotics Policy Optimization for Multi-Agent Drone Swarms Using Game Theory

Explore advanced reinforcement learning applications in optimizing taxi fleets and drone swarms, focusing on multi-agent systems and environmental interaction strategies.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Agent-based Mixture of Experts and LLM-augmented Autonomous Agents - A Tutorial on Dynamic Expert Generation

Discover how to create specialized AI expert agents through dynamic prompting, enabling tailored solutions for complex tasks from code generation to artistic design using LLM-augmented systems.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Evaluating LLMs as AI Reasoning Agents - A Performance Comparison Study

Explore how different LLMs perform as AI agents in real-world tasks, comparing their effectiveness in database interactions, web bookings, and online product comparisons.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Comparing Direct Input vs Plugin Data Processing for LLMs - GPT-4 Case Study

Explore the impact of data input methods on GPT-4's performance, comparing direct PDF text input versus plugin-based processing, with focus on mathematical formula preservation and interpretation.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Generative AI and LLM Technologies - A Comprehensive Tutorial

Explore essential concepts and technologies behind generative AI systems, from pre-training and fine-tuning to prompt engineering and advanced data structures for LLMs.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Cloud GPU Providers Comparison - From H100 to RTX 4090

Explore 8 cloud GPU providers offering various options from RTX 3060 to H100 GPUs, comparing features and pricing for machine learning and LLM fine-tuning projects.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Best Datasets for LLMs - How to Choose and Create Your Own

Discover how to select and create optimal datasets for fine-tuning Large Language Models, with practical guidance on using Hugging Face's resources and understanding data structures.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Solutions for an AI Regulatory Framework - Safety and Governance in Singapore

Explore key solutions for AI regulation, focusing on safety-by-design principles, legal responsibilities, data privacy, and model performance in the Singapore context.

• YouTube
• 17 minutes
• On-Demand
• Free Video

The New Risks with Generative AI - Singapore's Policy Framework

Explore Singapore's strategic framework for managing generative AI risks, focusing on governance policies and trust-building measures for responsible AI adoption in government and business sectors.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Building Apps with Fine-tuned LLMs Using Google Vertex AI and Generative AI Studio

Discover how to build AI-powered apps using Vertex AI's Generative Studio - fine-tune LLMs on enterprise data, deploy models, and create applications without coding while exploring new career opportunities.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Beyond AI Vector Database - Neural Search Implementation with GPT-4 and ChatGPT

Discover how to build a cost-effective neural search system using tokenizers, embedders, and similarity calculations as an alternative to Azure Cognitive Search for domain-specific AI applications.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Evaluating LLM Embeddings for Information Retrieval and Multilingual Applications

Explore the latest evaluation of LLM embedding APIs, focusing on OpenAI and Cohere's performance in domain generalization and multilingual retrieval capabilities for information retrieval tasks.

• YouTube
• 20 minutes
• On-Demand
• Free Video