Machine Intelligence Courses and Certifications

Machine Learning and Artificial Intelligence Security Risk: Categorizing Attacks and Failure Modes

311 ratings at LinkedIn Learning

Learn how and why machine learning and artificial intelligence technology fails and understand ways to make these systems more secure and resilient.

• LinkedIn Learning
• 1 hour 12 minutes
• On-Demand
• Free Trial Available

Learn to create game-playing AI using the Minimax algorithm, building neural networks for decision-making in games like Tic Tac Toe and Connect Four.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Work with generative artificial intelligence (AI) models in Azure Machine Learning

Explore and fine-tune large language models using Azure Machine Learning. Learn about NLP history, Transformer architecture, and hands-on deployment of foundation models for practical AI applications.

• Microsoft Learn
• 54 minutes
• On-Demand
• Free Online Course

Coding Train

Introduction to Machine Learning - Intelligence and Learning - Session 3

Explore machine learning fundamentals through linear regression, gradient descent, and nearest neighbors algorithms with hands-on coding challenges and mathematical foundations.

• YouTube
• 3 hours 26 minutes
• On-Demand
• Free Video

Basics of Artificial Intelligence for beginners (AI)

144 ratings at Udemy

Learn AI fundamentals, applications, and ethical considerations. Explore machine intelligence contrasted with human cognition and discover real-world AI examples in industry and daily life.

• Udemy
• 2 hours 24 minutes
• On-Demand
• Paid Course

Android Developers

Machine Learning and Artificial Intelligence for App Performance - Innovation Track

Discover how developers leverage ML and AI to enhance app performance, improve onboarding, boost engagement, and reduce churn. Learn from real-world examples and expert advice.

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

The Royal Institution

Augmented Intelligence - Combining Human and Machine Capabilities

Experts discuss how machines and humans can collaborate to achieve new feats, exploring the integration of technology, human experience, and processes for powerful insights and sustainable performance.

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

Yannic Kilcher

A Path Towards Autonomous Machine Intelligence - Paper Explained

Explanation of Yann LeCun's paper on autonomous machine intelligence, combining self-supervised learning, energy-based models, and hierarchical predictive embedding for creating world models and planning.

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

Steve Brunton

New Advances in Artificial Intelligence and Machine Learning - Lecture 3

Explore cutting-edge AI and ML advancements, including generative models, reinforcement learning, and computer vision. Gain insights into the capabilities and applications of modern machine learning technologies.

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

Institut des Hautes Etudes Scientifiques (IHES)

A Path Towards Autonomous Machine Intelligence

Explore Yann LeCun's vision for autonomous machine intelligence, delving into cutting-edge AI concepts and potential future developments in the field.

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

Software Engineering Courses - SE Courses

Artificial Intelligence and Machine Learning Full Course with C# Examples

Master AI and ML fundamentals through university-level lectures with hands-on C# examples, covering algorithms, neural networks, and practical implementations.

• YouTube
• 1 day 2 hours 30 minutes
• On-Demand
• Free Video

Alfredo Canziani

NYU Artificial Intelligence - Introduction to Machine Learning Fundamentals

Discover fundamental AI concepts including Naïve Bayes classification, perceptron algorithms, logistic regression, and optimization techniques through NYU's comprehensive curriculum.

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

Web Summit

Determining When Robots Will Rule the World

Explore the future of AI with Ben Goertzel and humanoid robots as they discuss the timeline for artificial intelligence surpassing human capabilities and its potential impact on society.

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

Great Learning

Image Processing with AWS - AWS Machine Learning and Artificial Intelligence

Comprehensive overview of AWS image processing, machine learning, and AI services, featuring hands-on demos of SageMaker, Rekognition, Comprehend, Polly, and Textract for practical applications.

• YouTube
• 3 hours 29 minutes
• On-Demand
• Free Video

Devoxx

Machine Learning as an API - Easy Ways to Add Intelligence to Your Web App

Explore machine learning APIs for image analysis, speech recognition, and text processing to enhance web apps without deep technical expertise.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk