Search results for machine learning

The Machine Learning Engineer

Neo4J GDS: Machine Learning Node Classification Pipelines

Crea pipelines de clasificación de nodos con Neo4J y Graph Data Science Library para aprender técnicas avanzadas de machine learning en grafos.

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

The Machine Learning Engineer

Neo4J GDS - Machine Learning Feature Engineering

Explore data pre-processing and feature engineering using Neo4J's Graph Data Science Library for enhanced machine learning workflows.

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

The Machine Learning Engineer

Azure ML: Python SDK v2 - Creating Machine Learning Applications

Develop ML applications using Azure Machine Learning Studio Python SDK v2. Train models and publish to Azure ML model repository.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Azure Machine Learning Studio Introduction

Explore Azure Machine Learning Studio's capabilities for leveraging the ML lifecycle in this comprehensive introduction to Microsoft's MLAS solution.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Fine-Tuning Foundation Models with Azure Machine Learning Studio

Fine-tune a BERT foundation model using Azure Machine Learning Studio for enhanced natural language processing capabilities.

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

Toronto Machine Learning Series (TMLS)

Machine Learning on the Edge - From Microcontrollers to Embedded Linux Devices

Explore ML deployment on edge devices, from microcontrollers to embedded Linux systems. Learn about hardware options, model adaptation, and deployment strategies for real-world applications.

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

Toronto Machine Learning Series (TMLS)

Machine Learning for E-commerce Product Discovery - Finding a Needle in a Haystack

Explore machine learning techniques for efficient e-commerce product discovery, addressing challenges and leveraging NLP, image recognition, and knowledge graphs.

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

Toronto Machine Learning Series (TMLS)

A Sneak Preview of Next Generation Machine Learning Hardware

Explore the future of AI processing with dedicated Machine Learning processors, comparing their advantages over traditional GPUs for Deep Learning applications.

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

Toronto Machine Learning Series (TMLS)

Declarative Machine Learning Systems - Ludwig and Predibase

Explore declarative machine learning systems, focusing on Ludwig framework and Predibase enterprise solution for flexible, simplified ML infrastructure.

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

Toronto Machine Learning Series (TMLS)

Real-time Machine Learning - Architecture and Challenges

Explore real-time machine learning architectures, challenges, and the importance of fresh data for online predictions in ML applications.

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

Toronto Machine Learning Series (TMLS)

Scaling and Evolving the Machine Learning Platform at DoorDash

Explore DoorDash's journey in scaling their ML platform, focusing on prediction services, optimizations, and lessons learned for exponential growth in online ML prediction volume.

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

Toronto Machine Learning Series (TMLS)

Challenges and Learnings of Machine Learning at Scale

Explore challenges and learnings of training millions of models efficiently, optimizing costs, and achieving high-performance daily predictions in machine learning.

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

Toronto Machine Learning Series (TMLS)

Data Shift and Model Adaptation in Machine Learning

Explore data shift principles, detection strategies, and adaptation techniques in machine learning for dynamic environments. Practice hands-on with advanced topics to enhance model performance.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Bringing Structure Into an Unstructured World - Applying State-of-the-Art Machine Learning at Digits

Explore how Digits applies transformer models to extract structured information from unstructured financial data and deploys ML experiments in production using TensorFlow.

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

Toronto Machine Learning Series (TMLS)

Machine Learning Governance in Financial Institutions

Explore ML model governance in finance through insights from 66 global institutions, focusing on key practices and regulatory considerations.

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