Search results for machine learning

Toronto Machine Learning Series (TMLS)

AI and Machine Learning in Healthcare During the Coronavirus Pandemic in China

Explore machine learning applications in healthcare during China's coronavirus pandemic, focusing on practical implementations and outcomes.

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

Toronto Machine Learning Series (TMLS)

Predicting and Preventing Customer Technical Issues Using Machine Learning and RPA

Predict and proactively resolve customer technical issues using machine learning and robotic process automation, improving service efficiency and customer satisfaction in telecom.

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

Toronto Machine Learning Series (TMLS)

Opportunities at the Intersection of Financial Policy and Machine Learning

Explore ML's role in finance, from COVID-19 impacts to lending applications, and its potential for promoting financial stability and sustainable business models.

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

Toronto Machine Learning Series (TMLS)

Enhancing Machine Learning Applications with Wisdom of the Crowd

Explore ensemble techniques to boost ML model performance, explainability, and usability for complex problems by leveraging multiple specialized models.

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

Toronto Machine Learning Series (TMLS)

Analyzing the Security of Machine Learning for Algorithmic Trading

Explore adversarial attacks on ML-based algorithmic trading systems, evaluating robustness and discussing realistic attack scenarios in financial markets.

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

Toronto Machine Learning Series (TMLS)

From Concept to Production - Template for the Entire Machine Learning Journey

Develop a production-ready ML pipeline from concept to deployment, covering data prep, model training, and orchestration using Kubeflow on Google Cloud Platform's Vertex AI.

• YouTube
• 3 hours 3 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Interpretable Self-Explanatory Machine Learning Models

Explore interpretable machine learning models that are self-explanatory, focusing on making complex neural networks more transparent and understandable for critical applications.

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

Toronto Machine Learning Series (TMLS)

Feature Store Best Practices for Machine Learning in FinTech

Explore feature store best practices in fintech, covering versioning, automation, visualization, and efficiency improvements. Includes demo.

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

Toronto Machine Learning Series (TMLS)

TMLS 2019 - Machine Learning Presentation

Explore machine learning insights from industry experts Hoyoung Jang and Cheng Lin at TMLS 2019, gaining valuable knowledge and perspectives on cutting-edge ML applications.

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

Toronto Machine Learning Series (TMLS)

Implementing a Machine Learning Initiative: A Leader's Perspective

Discover key strategies for successfully implementing machine learning initiatives in organizations. Learn to align ML with strategic objectives, measure efforts, create a receptive culture, and navigate organizational dynamics.

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

Toronto Machine Learning Series (TMLS)

The Importance of Intelligibility in Machine Learning for Healthcare - Avoiding Black-Box Models

Explore intelligible machine learning models for healthcare, balancing accuracy and interpretability. Learn to understand, validate, and edit models for safe deployment in critical applications.

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

Toronto Machine Learning Series (TMLS)

Responsible AI: Principles and Practices for Ethical Machine Learning

Explore AI's impact on business strategy and innovation with insights from industry expert Kathryn Hume at TMLS2019.

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

Toronto Machine Learning Series (TMLS)

Machine Learning for Chip Design and Architecture

Explore machine learning advancements with Azalia Mirhoseini's insights at TMLS2019, gaining valuable knowledge from a leading expert in the field.

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

Toronto Machine Learning Series (TMLS)

Neural ODEs: Continuous-Time Models for Machine Learning - TMLS 2019

Explore neural networks as implicit models and their applications in scientific computing with David Duvenaud at TMLS2019.

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

Toronto Machine Learning Series (TMLS)

MLOps Without Much Ops - Building Efficient Machine Learning Systems

Discover modern, no-nonsense data pipelines for efficient machine learning systems. Learn PaaS advantages and explore real-world applications with open-source code. Gain insights on ML's future for organizations of all sizes.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video