Machine Learning Courses and Certifications

Devoxx

Performance Tuning Twitter Services with Graal and Machine Learning

Optimizing Twitter services using Graal and Machine Learning for improved performance and cost reduction, with insights on autotuning Graal inlining parameters.

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

Devoxx

Performance Tuning Twitter Services with Graal and Machine Learning

Explore how Twitter optimizes services using Graal and machine learning, achieving significant cost savings and performance improvements through autotuning.

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

Devoxx

Applied Machine Learning in the Browser with Tensorflow JS

Explore machine learning in the browser using Tensorflow.js. Learn to load pre-trained models, build web applications, and query datasets without server-side processing.

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

Devoxx

Firebase ML Kit - Machine Learning Made Easy

Explore Firebase ML Kit's APIs for Android development, including face detection, text recognition, and object detection. Learn to implement these features in your apps without deep ML knowledge.

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

Devoxx

Teaching Kids About Machine Learning

Explore hands-on approaches to introduce machine learning to children, using cloud-based APIs and interactive resources for an engaging and inspiring educational experience.

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

Devoxx

Machine Learning Without the Hype

Explore AI, machine learning, and deep learning concepts, comparing rule-based and ML approaches for time-series data. Learn supervised vs unsupervised learning with practical examples and best practices.

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

Devoxx

Serverless Machine Learning - A Beginner's Guide

Discover how serverless technology simplifies machine learning, from training to prediction. Learn to create a complete ML pipeline without extensive background knowledge or infrastructure management.

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

Rawkode Academy

Introduction to Kubeflow and Machine Learning on Kubernetes

Comprehensive introduction to Kubeflow 1.3, covering its new features and guiding users through running data science workloads on Kubernetes. Includes hands-on examples and practical deployment techniques.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

Black Hat

Zen and the Art of Adversarial Machine Learning

Explore security concerns in machine learning integration, including data extraction, model evasion, and biased outcomes. Learn operational guidance and tools for addressing these challenges.

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

Black Hat

Effective Vulnerability Discovery with Machine Learning

Explore machine learning techniques for effective vulnerability discovery in software dependencies, enhancing security analysis beyond traditional methods.

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

Black Hat

Bot vs. Bot for Evading Machine Learning Malware Detection

Explore automated evasion techniques against machine learning-based malware detection, including AI-driven approaches and strategies for model hardening.

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

Black Hat

Beyond the Blacklists - Detecting Malicious URL Through Machine Learning

Explore machine learning techniques for detecting malicious URLs beyond traditional blacklists, focusing on HTTP-based communications and behavioral modeling for improved malware detection.

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

NDC Conferences

Machine Learning in the Real World

Explore real-world challenges in IoT and big data, focusing on data quality, precision, and practical considerations before diving into machine learning algorithms.

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

NDC Conferences

A Developers Guide to Machine Learning

Comprehensive introduction to machine learning for beginners, covering data preparation, model creation, and deployment, providing a solid foundation for aspiring data scientists and developers.

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

NDC Conferences

A Developers Guide to Machine Learning

Comprehensive introduction to machine learning for developers, covering data preparation, model creation, and deployment, designed to kickstart your journey into this rapidly growing field.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk