Machine Learning Courses and Certifications

EuroPython Conference

Protecting Your Machine Learning Against Drift - An Introduction

Introduction to detecting and protecting against machine learning model drift, covering statistical methods, offline and online detection strategies, and practical implementation using alibi-detect library.

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

EuroPython Conference

Audio Classification with Machine Learning

Learn to build practical machine learning models for audio classification using spectrograms, CNNs, and techniques like transfer learning and data augmentation with Keras and TensorFlow.

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

PyCon US

Software Development for Machine Learning in Python

Explore best practices for developing ML software in Python, focusing on abstraction, optimization, and production-ready code. Learn to design efficient, trackable, and easily maintainable ML systems.

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

EuroPython Conference

Classifying LEGO Bricks with Machine Learning

Explore the journey of creating a LEGO brick recognition application using Python, covering dataset creation, machine learning approaches, and practical insights for implementation.

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

Machine Learning for K8s Logs and Metrics

Explore advanced techniques for monitoring Kubernetes logs and metrics using machine learning, enhancing system reliability and incident response.

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

MLOps at Snapchat - Continuous Machine Learning with Kubeflow & Spinnaker

Explore Snapchat's MLOps journey: transforming manual processes into automated ML pipelines using Kubernetes, Kubeflow, and Spinnaker for continuous integration, delivery, and training in computer vision.

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

ng-conf

A Journey into the World of Machine Learning with TensorFlow.js

Explore machine learning with TensorFlow.js through hands-on projects: build a digit classifier, develop a self-driving car using reinforcement learning, and create an image classifier for Angular applications.

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

ng-conf

The Future of Machine Learning and Javascript

Explore AI possibilities for JavaScript developers using TensorFlow.js and AI-powered APIs. Discover exciting demos and learn how to build AI-powered apps without extensive math knowledge.

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

ng-conf

Build a Look Alike Engine with Machine Learning and Angular

Learn to create a look-alike engine using machine learning techniques and Angular framework, combining cutting-edge technologies for advanced web development.

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

PyCon US

Nonsense Verse with Python and Machine Learning

Explore phonetic analysis and word generation using Python and machine learning. Learn to create nonsense verse and analyze word sounds with the Pincelate library.

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

PyCon US

Machine Learning on Encrypted Data with CrypTen

Learn to develop machine learning models on encrypted data using CrypTen, a PyTorch-based framework for secure computing. Explore feature aggregation, data labeling, dataset augmentation, and model hiding techniques.

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

MLCon | Machine Learning Conference

Kotlin for Machine Learning

Explore Kotlin's potential in machine learning projects, from data cleaning to model deployment. Learn about Kotlin tools for data science, including Jupyter notebooks, visualizations, and dataframes.

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

try! Swift Conference

Swift for TensorFlow - Machine Learning with No Boundaries

Explore Swift for TensorFlow's latest features, future plans, and unique advantages for machine learning projects. Learn about cross-platform capabilities, performance improvements, and developer tools in this cutting-edge framework.

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

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