Machine Learning Courses and Certifications

ACUMOS AI Project - Machine Learning Platform Overview

Explore ACUMOS AI, an open-source platform for ML workflow, trusted AI, and federated learning. Learn about cloud migration, edge deployment, and practical use cases in this comprehensive overview.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

NDC Conferences

Scaling Machine Learning Pipelines in Cloud

Discover how Kubeflow simplifies machine learning pipelines, enabling scalable and portable deployments on diverse infrastructure. Learn to abstract non-ML tasks and focus on model development.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Does Spam Have an Opinion? Using Machine Learning to Understand Your Spam

Explore sentiment analysis of spam messages using machine learning and cloud computing, with a humorous twist involving llama photos.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Continuous Delivery for Machine Learning - Patterns and Pains

Explore challenges and patterns in implementing Continuous Delivery for data-driven systems with machine learning, focusing on pain points and practical solutions for complex architectures.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

NDC Conferences

An Introduction to Machine Learning Using LEGO

Explore machine learning fundamentals through a hands-on approach using a LEGO car model. Learn key concepts and practical applications to inspire further investigation into this exciting field.

• YouTube
• 58 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Machine Learning - The Bare Math Behind Libraries

Explore the mathematical foundations of machine learning, from supervised to unsupervised learning techniques, to gain a deeper understanding of neural networks and their underlying processes.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

NDC Conferences

DevOps for Machine Learning

Explore how DevOps principles can streamline collaboration between data scientists and software engineers, creating robust pipelines for machine learning model development and deployment.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

NDC Conferences

DevOps for Machine Learning

Explore DevOps principles for effective collaboration between data scientists and software engineers in machine learning projects, focusing on automated pipelines and best practices.

• YouTube
• 56 minutes
• Self-Paced
• Conference Talk

NDC Conferences

An AI with an Agenda - How Our Cognitive Biases Leak Into Machine Learning

Explores how human cognitive biases can infiltrate AI and machine learning models, offering strategies to mitigate these issues and create more objective, ethical algorithms.

• YouTube
• 56 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Developer Accessible Machine Learning

Explore building and training a basic prediction model, understanding its workings, and incorporating cloud solutions into projects. No mathematical expertise required.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Azure Machine Learning for the Developer

Learn Azure Machine Learning fundamentals and how to leverage cloud-based predictive models. Discover the potential and ease of implementing machine learning in your software development projects.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Conference Talk

Models of Consciousness Conferences

Information Cohomology and Probabilistic Topos for Consciousness Modeling - From Elementary Perception to Machine Learning

Explores consciousness through information theory and algebraic topology, proposing a monadic-panpsychic framework and synthesizing major consciousness models within a formal Gestalt theory.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

IEEE

Bridging Real and Virtual Worlds Through Photography, Lighting, and Machine Learning

Exploring advancements in bridging real and virtual worlds through photography, lighting, and machine learning, with applications in VR, AR, and virtual production filmmaking.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Collision Conference

Real-World Applications of Machine Learning - Beyond the Hype

Explore practical applications of machine learning in fraud detection, investment decisions, and agriculture. Industry experts discuss how startups can leverage AI for innovative solutions.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Writing Machine Learning Pipelines Against Object Storage

Learn to create efficient machine learning pipelines using object storage, optimizing data processing and model deployment for scalable AI solutions.

• YouTube
• 35 minutes
• Self-Paced
• Free Video