Machine Learning Courses and Certifications

Applied Algebraic Topology Network

John Harer - Topological Data Analysis and Machine Learning

Explore topological data analysis and machine learning, covering methodology, examples, dimension reduction, and advanced techniques for feature extraction and classification.

• YouTube
• 1 hour
• Self-Paced
• Free Video

OWASP Foundation

Building a Web Malware Analyzer Using Machine Learning - Catch Me If You Can

Learn to build a web malware analyzer using machine learning. Explore infection methods, injected content, and scalable detection systems. Includes live demo and insights on web malware trends and prevention mechanisms.

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

GOTO Conferences

Augmented Reality and Machine Learning Cooperation on Mobile

Explore on-device augmented reality and machine learning for iOS using ARKit and CoreML. Learn about implementation, performance, and practical applications through hands-on examples and demos.

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

GOTO Conferences

Machine Learning - Alchemy for the Modern Computer Scientist

Explore how machine learning transforms data into functions, revolutionizing software development. Learn about probabilistic frameworks and differentiable programming languages shaping the future of coding.

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

GOTO Conferences

Machine Learning on Source Code

Explore large-scale code analysis and machine learning on source code using open-source tools. Learn about ingesting public git repositories and transforming code into ASTs for advanced analysis and ML applications.

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

GOTO Conferences

Machine Learning in the Wild - Techniques for Understanding Your Audience

Explore machine learning techniques for understanding anonymous audience behavior and content preferences in media companies, enabling data-driven decisions for content creators.

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

GOTO Conferences

TensorFlow in the Wild - or the Democratization of Machine Learning

Explore TensorFlow's impact on democratizing machine learning, its applications, and how it combines with Google Cloud to make AI accessible to everyone.

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

GOTO Conferences

One Does Not Simply Put Machine Learning into Production

Explore challenges and trade-offs in implementing machine learning in products, focusing on accuracy, cost, maintainability, and interpretability. Learn key considerations for successful ML integration.

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

GOTO Conferences

Machine Learning with TensorFlow and Google Cloud

Explore TensorFlow and Google Cloud for machine learning applications through a hands-on example, covering data ingestion, neural network training, and prediction on real datasets.

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

GOTO Conferences

Machine Learning with TensorFlow

Introductory talk on TensorFlow, demonstrating how to create a simple neural network and use Google Cloud Machine Learning API for training and real-time predictions.

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

GOTO Conferences

Machine Learning - Your First Steps

Introduction to machine learning basics, platforms like Watson and TensorFlow, and their relation to big data and AI. Explores fundamental concepts and applications in this emerging field.

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

GOTO Conferences

Machine Learning with Google Cloud Platform

Explore machine learning on Google Cloud Platform with Kaz Sato. Learn about powerful technologies enabling amazing features in Google services and their applications in cloud computing.

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

GOTO Conferences

Fixing the Image Problems of the Web Using Machine Learning

Explore how machine learning can address web image issues, enhancing user experience and accessibility. Learn innovative techniques for optimizing visual content on the internet.

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

GOTO Conferences

Discovering Research Ideas Using Semantic Vectors and Machine Learning

Explore semantic vectors and machine learning for research idea discovery, enhancing content discoverability across disciplines using UNSILO's innovative approach to concept extraction and semantic mapping.

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

Devoxx

Machine Learning and Link Prediction

Explore how combining machine learning with graph data structures enhances prediction accuracy by incorporating contextual information and relationships, demonstrated through academic collaboration analysis.

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