Search results for machine learning

MLOps World: Machine Learning in Production

Shopify's Machine Learning Platform Journey: Building Merlin with Open Source Tools

Explore Shopify's journey in building Merlin, an open-source ML platform. Gain insights into the architecture, technologies, and tools used to scale machine learning work effectively.

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

MLOps World: Machine Learning in Production

Shopify's Machine Learning Platform Journey: Building Merlin with Open Source Tools

Explore Shopify's journey in building Merlin, an open-source ML platform. Gain insights into the architecture, technologies, and tools used to scale machine learning work effectively.

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

MLOps World: Machine Learning in Production

CyclOps: A Framework for Data Extraction, Model Evaluation and Drift Detection in Clinical Machine Learning

Explore CyclOps, a unified framework for healthcare ML, enabling data extraction, model evaluation, and drift detection in clinical settings. Streamline development of robust AI models.

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

MLOps World: Machine Learning in Production

Transformative Power of Machine Learning in the Real World

Explore the transformative impact of machine learning across industries, focusing on real-world applications and their potential to revolutionize healthcare and beyond.

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

MLOps World: Machine Learning in Production

Is It Too Much to Ask for a Stable Baseline? - Evaluation and Monitoring in Machine Learning Systems

Explore challenges in ML evaluation and monitoring, focusing on stable baselines in changing environments and their implications for traditional and emerging ML systems.

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

MLOps World: Machine Learning in Production

Data and Machine Learning at League of Legends

Explore unique data challenges in video games, focusing on model deployment and evolving ML stacks in League of Legends since 2009.

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

MLOps World: Machine Learning in Production

Is Your Machine Learning Model Trustworthy? Evaluating AI Quality and Reliability

Explore AI quality pillars, their importance, and evaluation methods to ensure trustworthy ML models. Learn automated techniques for assessing model performance, robustness, and explainability.

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

MLOps World: Machine Learning in Production

Introduction to Drifter ML: A Testing Framework for Machine Learning Models

Explore Drifter-ML, a testing framework ensuring ML models meet training assumptions. Learn motivations and practical examples for model testing.

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

MLOps World: Machine Learning in Production

Quality Assurance in Machine Learning: Enhancing Trust and Reliability

Explore quality assurance in machine learning, its importance, and strategies for enhancing AI trustworthiness through lessons from other disciplines and best practices in MLOps and data science.

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

MLOps World: Machine Learning in Production

Data Versioning in Generative AI - A Pathway to Cost-effective Machine Learning

Explore data versioning strategies for generative AI, focusing on cost-effective techniques to minimize processing time and API calls while enhancing collaboration and efficient versioning of annotations and embeddings.

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

MLOps World: Machine Learning in Production

MLSecOps and Shift-Left Security in Machine Learning Model Lifecycle

Learn to integrate security into machine learning model lifecycles using MLSecOps. Explore shift-left security practices, address vulnerabilities early, and implement effective risk management in ML projects.

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

MLOps World: Machine Learning in Production

The AI Captain: A Study of Machine Learning at the Edge

Explore the Mayflower project's AI breakthroughs and edge computing applications in maritime technology. Gain insights into cutting-edge AI implementation for autonomous navigation.

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

Toronto Machine Learning Series (TMLS)

AI for Hospitals at Scale - Building and Deploying Machine Learning Models in Healthcare

Discover how machine learning models are trained and deployed across hospitals, focusing on zero-shot learning for patient deterioration prediction and scalable microservice architecture for healthcare applications.

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

Toronto Machine Learning Series (TMLS)

Industrializing Machine Learning Workflows in Drug Discovery

Discover how machine learning workflows accelerate drug discovery through automated predictive modeling, data management, and cloud computing for evaluating compound properties and safety.

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

The Machine Learning Engineer

GraphRAG: Visualizing Knowledge Graphs in Neo4J for Data Science and Machine Learning

Explore knowledge graph visualization in Neo4J using GraphRAG, enhancing your data science and machine learning skills with practical insights.

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