01:18:41

From Chaos to Control Mastering ML Reproducibility at scale

30:45

AI for AI Scotiabank's Award Winning ML Models

01:04:16

Modular Solutions for Knowledge Management at scale in RAG Systems

40:03

Fuel iX: An enterprise grade Gen AI platform

41:25

Agentic AI: Unlocking Emergent Behavior in LLMs for Adaptive Workflow Automation

59:31

AI Agents with Function Calling:Tool Use

01:21:33

Optimizing Large Language Model Selection for Efficient GenAI Development

01:26:38

The Gap From Prototype to Production

35:17

Generative AI Design Patterns

30:06

Exploring the Frontier of Graph Neural Networks Key Concepts, Architectures, and Trends

01:30:50

Getting Started With Generative Text And Fine Tuning LLMS In Hugging Face

35:34

How GenAI is Being Used for Productivity at Wealthsimple

01:29:22

Kùzu A fast, scalable graph database for analytical workloads

31:11

Arcane, an Internal RAG System to Pinpoint Investment Policies

31:28

Ask the Graph: How Knowledge Graphs Helps Generative AI Models Answer Questions

42:18

Advances in Algorithmic Recourse: Ensuring Causal Consistency, Fairness, & Robustness

24:06

FL4Health Private and Personal Clinical Modeling

29:37

Making RAG Retrieval Augmented Generation Work

28:21

Industrializing ML Workflows in Drug Discovery

02:31:30

LLMs for Leaders & Senior Product Managers

32:03

GenAI Investing in 2024

32:58

AI ready Data Infrastructure for Real time Sensor Data Analytics on the Edge

31:03

Building Reproducible ML Processes with an Open Source Stack

01:37:17

A Practitioner’s Guide to Safeguarding Your LLM Applications

30:30

Optimizing Recommendations on Wattpad Home

37:10

Connecting the Dots Between AI Ethics and Sustainability

05:28:14

Building an Open Source Agentic RAG Application with Llama

30:12

Deploying LLMs on Kubernetes environments

01:11:24

Scaling Vector Database Usage Without Breaking the Bank Quantization and Adaptive Retrieval

01:29:44

Leveraging Large Language Models to build Enterprise AI

30:03

AI for Hospitals at Scale

01:23:45

Uncertainty Quantification with Conformal Prediction: A Path to Reliable ML Models

32:54

AI as an Engineering Discipline

01:10:48

Enabling GenAI Breakthroughs With Knowledge Graphs

39:21

Navigating LLM Deployment Tips, Tricks and Techniques

30:05

Why real time event streaming pattern is indispensable for an AI native future

43:08

Panel RAGs in Production: Delivering Impact Safely and Efficiently

35:22

Machine Unlearning: Addressing Bias, Privacy, and Regulation in LLMs and Multimodal Models

36:35

Privacy Risks and Protections in Machine Learning Systems

36:00

Rapid Deployment of LLMs into Production: Strategies and Insights

33:59

Gen AI in Banking: Lessons Learned

30:04

Web Extraction With LLMs

27:22

Unlocking the Potential of Data in the Aviation Industry

28:47

Torch func: Functional Transforms in PyTorch

32:22

Unraveling Long Context: Existing Methods, Challenges, and Future Directions

29:28

Upskilling Your Full Stack Development Team in Machine Learning

35:57

The Dual Nature of Consistency in Foundation Models: Challenges and Opportunities

28:44

Building and Evaluating Prompts on Production Grade Datasets

24:00

GenAI: A New Renaissance in Product Development

31:26

Optimizing Personalized User Experience: In session Recommendations Across E-commerce Verticals

31:12

Revolutionizing Fraud Prevention Harnessing AI and ML to Safeguard Banking from Fraud

26:36

AI Governance: Accelerate Responsible, Transparent, and Explainable AI Workflows

18:24

Building Customer Trust in the Generative AI Era

32:06

LLMs for Revolutionizing Credit Risk Assessment

30:40

Growing your ML career via technical writing and speaking Tips and lessons

35:53

Generative AI for Financial Services

31:23

Transitioning from LLMs to Autonomous Agents in Programming and Software Engineering

18:38

How Is GenAI Reshaping the Business

29:00

Deploying and Evaluating RAG pipelines with Lightning Studios

31:22

Extending PyTorch for Custom Compiler Targets