Data Science Dojo Courses

Retrieval Augmented Generation - Boosting LLM Performance with External Knowledge

Enhance LLM performance by integrating external knowledge sources, enabling more accurate and domain-specific responses while keeping information current through independently updatable knowledge libraries.

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

Fine Tune GPT-3.5 Turbo

Comprehensive guide to customizing GPT-3.5 Turbo for specific use cases, enhancing performance, steerability, and output consistency through fine-tuning techniques.

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

GPU - Train AI and Deep Learning Models

Explore GPU's role in accelerating AI, including advantages, technologies, success stories, and implementation best practices for faster, cost-effective AI model training and deployment.

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

Revolutionizing Healthcare: Generative AI and Prompt Engineering in Emergency Medicine

Explore the transformative impact of generative AI on emergency medicine, covering personalized care, medical diagnostics, and ethical considerations in healthcare innovation.

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

Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application

Explore emerging architectures for LLM applications, covering embeddings, vector databases, prompt engineering, and customization techniques to build powerful AI-driven solutions.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

From SQL to REST - Demystifying REST API

Explore the connection between REST APIs and SQL queries, learning to transform raw data into structured information for analysis and decision-making in this comprehensive tutorial.

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

Large Language Models Bootcamp Information Session

Comprehensive introduction to building LLM-powered applications, covering foundations, advanced techniques, and hands-on projects. Ideal for AI enthusiasts and professionals seeking practical skills in generative AI.

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

Build Your Own ChatGPT with Llama Index - Unlock the Power of Llama Index, Create Your Own ChatGPT

Unlock AI's potential by building a personalized chatbot with Llama Index. Learn step-by-step techniques for creating custom prompts and leveraging advanced AI technology in this hands-on tutorial.

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

Supercharge Your LLM Applications with RAG

Explore Retrieval-Augmented Generation (RAG) for LLM applications, covering design patterns, knowledge embedding, vector databases, and practical insights for technical architects and business leaders.

• YouTube
• 1 hour
• On-Demand
• Free Video

Unveiling AI Observability - Fireside Chat with Experts - Large Language Models

Explore AI observability for large language models, covering LLMops, validation, prompts, response stability, and user interaction. Gain insights for leveraging LLMs safely and effectively.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Large Language Models Simplified

Explore LLM concepts, prompt engineering, and augmented LLMs to build AI applications. Gain hands-on experience and expert insights into the cutting-edge world of Language Models.

• YouTube
• 1 hour
• On-Demand
• Free Video

The Gold Standard - Data Quality and Data Contracts in AI

Explore data contracts for AI systems: ensuring data quality, schema, semantics, and governance. Learn to evolve data models iteratively and apply incremental governance for trustworthy AI training datasets.

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

Building and Maintaining High-Performance AI

Learn strategies for developing and maintaining high-performance AI models, including testing methods, drift detection, and systematic debugging. Gain insights on model monitoring and iteration for optimal performance.

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

Vector Similarity Search

Explore vector similarity search, its applications in deep learning, and how it revolutionizes search across text, multimedia, and recommendations. Learn from industry experts about implementation and future possibilities.

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

Delighting South Asian Fashion Customers - Using AI for Personalization, Product Design, and Tagging

Explore AI-driven innovations in South Asian fashion e-commerce, including personalized recommendations, design generation, and inventory optimization for an enhanced shopping experience.

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