Search results for machine learning

Toronto Machine Learning Series (TMLS)

Docker Based Workflow for Deploying a Machine Learning Model

Explore Docker's role in ML development, from container basics to full deployment, focusing on reproducibility, portability, and ease of implementation.

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

Toronto Machine Learning Series (TMLS)

Machine Learning with PyCaret - Workshop

Explore rapid prototyping and ML pipeline development using PyCaret, an open-source, low-code machine learning library for Python.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Team Roles in a Machine Learning Project and Project Flow

Develop context for data science projects, understand team roles, and build a data-driven culture. Learn about machine learning techniques and their appropriate applications.

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

Toronto Machine Learning Series (TMLS)

How to Automate Machine Learning with GitHub Actions

Automate machine learning workflows using GitHub Actions to speed up development cycles and streamline model deployment.

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

Toronto Machine Learning Series (TMLS)

Validate and Monitor Your AI and Machine Learning Models

Discover techniques for validating and monitoring advanced AI and ML models, ensuring long-term performance and business adoption in various industries.

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

Toronto Machine Learning Series (TMLS)

How to Automate Machine Learning with GitHub Actions

Automate machine learning workflows using GitHub Actions to speed up development cycles and streamline model deployment.

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

Toronto Machine Learning Series (TMLS)

Quantum-Assisted Machine Learning with Near-Term Quantum Devices

Explore quantum-assisted machine learning applications for near-term devices, focusing on generative models in unsupervised and semi-supervised learning. Discover recent experimental implementations.

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

Toronto Machine Learning Series (TMLS)

Raising the Quality of Online Conversations with Machine Learning

Explore how The Washington Post uses machine learning to moderate online comments, enhancing digital discourse quality and addressing technical challenges.

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

Toronto Machine Learning Series (TMLS)

Machine Learning Deployment and Product Integration - Best Practices and Lessons Learned

Explore best practices for deploying ML models and integrating them into core business functions. Learn from real-world experiences in on-demand inference deployment.

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

Toronto Machine Learning Series (TMLS)

Development of Machine Learning Methods to Improve ESG Scores and Responsible Investment Decisions - Part 1

Explore machine learning methods for improving ESG scores and responsible investment decisions. Learn to extract and analyze ESG information from company disclosures using NLP techniques.

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

Toronto Machine Learning Series (TMLS)

Exceeding Customer Expectations with Machine Learning

Explore how retailers leverage machine learning to enhance customer experiences, boost revenue, and optimize processes. Learn about impactful use cases and implementation strategies.

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

Toronto Machine Learning Series (TMLS)

Machine Learning in Finance - Lessons Learned

Explore ML's impact on finance, its current capabilities, and best practices for implementation. Learn to identify opportunities and avoid pitfalls in trading and banking applications.

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

Toronto Machine Learning Series (TMLS)

Using Speech and Machine Learning in the Diagnosis of Neurological Diseases

Explore innovative diagnostic tools combining speech processing and machine learning for early detection of age-related neurological conditions, enhancing treatment outcomes and patient care.

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

Toronto Machine Learning Series (TMLS)

Simplifying Machine Learning Lifecycle Management in Healthcare

Explore end-to-end ML lifecycle in healthcare using Azure services. Learn data ingestion, model creation, deployment, and visualization for real-time patient predictions and batch scoring.

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

Toronto Machine Learning Series (TMLS)

Simplifying Machine Learning Lifecycle Management in Healthcare

Simplify ML lifecycle management in healthcare with practical insights and strategies for efficient model development, deployment, and monitoring.

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