Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus
Explore the cutting-edge world of Agentic Retrieval-Augmented Generation (RAG) systems in this 31-minute conference talk from Devoxx. Discover how to construct an advanced Agentic RAG system using open-source technologies like Langchain, Ollama, and Milv…
Easy RAG with LangChain4J and Docker - Implementing Retrieval-Augmented Generation
Explore the RAG (retrieval-augmented generation) pattern in this 31-minute conference talk from Devoxx. Learn the fundamental concepts behind RAG and gain hands-on experience setting up a practical RAG infrastructure using Docker. Discover how to configu…
Software Developer Roadmaps for 2024 - Core Skills and Specializations
Explore four essential software developer roadmaps for 2024 and beyond in this informative 30-minute video. Learn why having a specific roadmap is crucial for landing a job in software engineering. Discover the core skills necessary for all roadmaps befo…
Mastering Custom Tools for LLMs: Enhancing AI Agent Functionality
Explore the importance of custom tools for AI agents and learn how to enhance agent functionality in this 17-minute video. Discover various categories of tools, understand the distinction between custom tools and API tools, and learn how to effectively c…
Image Classification with ml5.js - MobileNet and Custom Models
Dive into image classification using ml5.js 1.0 in this comprehensive 32-minute video tutorial by Coding Train. Learn to implement both the default MobileNet model and train your own classifier using transfer learning and Teachable Machine. Explore the f…
Developing Cloud-Native Java AI Applications with DJL and LangChain4J
Explore the integration of Java with AI and large language models in this comprehensive conference talk. Learn how to consume, train/retrain, and infer various AI models, including LLMs like OpenAI, Llama, Gemma, and Mistral. Discover practical applicati…
From Naive to Advanced RAG: The Complete Guide - Lecture 1
Embark on a comprehensive deep-dive into Retrieval Augmented Generation (RAG) techniques, from basic implementations to advanced strategies. Learn how to overcome common challenges such as inaccurate or incomplete answers, outdated information, and ineff…
Podman AI Lab: Building AI Applications with Local LLMs
Explore the features of Podman AI Lab, an extension of Podman Desktop, in this 29-minute conference talk from Devoxx. Discover sample AI applications (recipes) from the built-in catalog, including chatbots, audio-to-text conversion, and object detection.…
How Experiment and Theory Have Informed Each Other in Neuroscience - Past 25 Years
Explore a captivating lecture by 2024 Nobel Prize in Physics winner John Hopfield, delivered at the Kavli Institute for Theoretical Physics in 2010. Delve into the intricate relationship between experiment and theory in neuroscience over the past quarter…
Data Preparation Toolkit for LLM Application Developers
Explore the critical role of data preparation in developing high-performing Large Language Models (LLMs) in this one-hour webinar from Data Science Dojo. Delve into the importance of quality and quantity in text and code corpora for training LLMs. Learn…
Data and AI World Tour 2024 Bangkok - Deep Dive on Data Management, AI, and Industry Applications
Dive into a comprehensive 2.5-hour conference session from the Data + AI World Tour 2024 in Bangkok, exploring cutting-edge technologies in data management, warehousing, governance, and generative AI for enterprises. Gain insights from industry leaders o…
AI Transformation in Enterprise Data Strategies - Snowflake CEO Sridhar Ramaswamy
Explore the transformative impact of AI on enterprise data strategies in this 56-minute video featuring Snowflake CEO Sridhar Ramaswamy. Delve into Ramaswamy's journey from Google to Snowflake, the evolving role of foundation models, and Snowflake's AI s…
Automatic Image Captioning with Vision Transformer and GPT-2
Learn how to generate descriptive captions for images using Python and PyTorch in this 16-minute tutorial. Explore the process of automatic image captioning with the pre-trained 'nlpconnect/vit-gpt2-image-captioning' model from Hugging Face. Set up the V…
Diffusion Models and Score-Based Generative Models Explained - From Scratch
Dive into a comprehensive 38-minute video lecture on Diffusion Models, exploring them through the lens of Score-Based Generative Models. Gain a deeper intuition for diffusion models, visualize key concepts, and understand the connections between differen…
EfficientML.ai Lecture - Introduction to Efficient Machine Learning
Dive into the world of efficient machine learning with this comprehensive lecture from MIT HAN Lab. Explore cutting-edge techniques and strategies for optimizing ML models, reducing computational costs, and improving overall performance. Learn from exper…
AI Trustworthiness Index and Sources Monitoring
Explore the critical perspectives on AI development and implementation in this 20-minute talk by Amandeep Singh, a senior research engineer at USC Information Sciences Institute. Delve into the importance of using artificial intelligence in moderation an…
GenAI in Production with MLflow
Explore recent advancements in GenAI application lifecycle management with MLflow in this 20-minute talk by Ben Wilson, Tech Lead of the AI OSS Ecosystem team at Databricks. Discover supported integrations for GenAI application tracking, evaluation, depl…
Revolutionizing Medicine with Generative AI: From Data to Discovery
Explore the transformative potential of generative AI in medicine through this 24-minute conference talk delivered by Ali Mahdipour Shirayeh from Princess Margaret Cancer Center, University Health Network. Delve into the cutting-edge applications of AI t…
AI-Powered Data Unification for Data Platforms
Explore the intersection of AI and data platforms in this 13-minute conference talk by Dr. Shelby Heinecke, an AI research team leader at Salesforce. Delve into the critical operation of data unification and discover how small, efficient Large Language M…
Putting the AI Back in Medallion Lake Design
Explore a comprehensive analysis of lakehouse design and its integration with AI in this insightful 13-minute talk by Simon Whiteley, a Databricks Beacon and Microsoft MVP. Delve into the challenges companies face when adopting lakehouses and learn how t…
DuckDB's Search Capabilities for AI and LLM Stacks
Explore DuckDB's underrated search capabilities and its potential within an LLM stack in this 13-minute talk by Mehdi Ouazza, an experienced data engineer and developer relations lead at MotherDuck. Discover how DuckDB's versatile and efficient search me…