Courses

6076 Courses

Intelligence and Learning - Nature of Code Part 2

Explore algorithms, genetic programming, and neural networks through hands-on coding challenges covering pathfinding, machine learning, and evolutionary systems.
provider YouTube
pricing Free Video
duration 19 hours 12 minutes
sessions On-Demand

Computational Music Theory and Analysis - Spring 2023

Explore computational approaches to music theory, analysis, and generation using algorithms, machine learning, and the music21 toolkit for symbolic music processing.
provider YouTube
pricing Free Video
duration 23 hours 48 minutes
sessions On-Demand

Complexity and Evolution

Explore complexity theory and evolutionary principles through expert insights from a leading researcher at the Free University of Brussels.
provider YouTube
pricing Free Video
duration 1 hour 54 minutes
sessions On-Demand

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.
provider YouTube
pricing Free Video
duration 1 day 2 hours 30 minutes
sessions On-Demand

Neural Style Transfer

Dive into neural style transfer from basic theory to advanced implementations, covering optimization and feed-forward methods with hands-on PyTorch coding examples.
provider YouTube
pricing Free Video
duration 1 hour 33 minutes
sessions On-Demand

Q-Learning Tutorials - Deep Q Networks, Experience Replay, and Advanced Architectures

Master Q-Learning fundamentals through Deep Q Networks, experience replay, training loops, and advanced architectures like double and dueling networks.
provider YouTube
pricing Free Video
duration 2 hours 22 minutes
sessions On-Demand

Reinforcement Learning Made Simple

Discover the fundamentals of reinforcement learning through policy, reward systems, goal setting, and Q-values in this accessible introduction.
provider YouTube
pricing Free Video
duration 1 hour 17 minutes
sessions On-Demand

Statistical Methods and Machine Learning in High Energy Physics - 2023

Explore advanced statistical methods and machine learning techniques for analyzing high energy physics data, including neural networks, anomaly detection, and simulation-based inference.
provider YouTube
pricing Free Video
duration 1 day 14 hours 11 minutes
sessions On-Demand

Statistical Learning Theory and Applications - Fall 2015

Dive into statistical learning theory fundamentals, regularization techniques, kernel methods, and deep learning representations through MIT's comprehensive graduate-level curriculum.
provider YouTube
pricing Free Video
duration 1 day 12 hours 53 minutes
sessions On-Demand

Deep Dive with PyTorch - The Complete Deep Learning Series

Master PyTorch fundamentals through neural networks, image classification with ResNet-18, tensor manipulation, model training, and optimization techniques for real-world AI applications.
provider YouTube
pricing Free Video
duration 1 hour 33 minutes
sessions On-Demand

Secure by Default - Building Confidence in AI-Driven Delivery

Discover how to build secure AI-driven delivery pipelines through four key pillars of DevSecOps, addressing real-world vulnerabilities and implementing secure-by-default systems.
provider YouTube
pricing Free Video
duration 41 minutes
sessions On-Demand

AI and Serious Online Crime

Uncover how AI is transforming online criminal activities and learn about effective countermeasures for law enforcement in this expert-led webinar from the Alan Turing Institute.
provider YouTube
pricing Free Video
duration 59 minutes
sessions On-Demand

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Pluses of online education in AI

With the development of artificial intelligence technologies, online education will play an increasingly important role in training specialists in this field. The opportunity to learn advanced technologies and methods, exchange experiences with colleagues from around the world and participate in real-life projects will make online learning in the field of AI an integral part of the education of the future!