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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.
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Free Video
19 hours 12 minutes
On-Demand
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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.
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Free Video
23 hours 48 minutes
On-Demand
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Complexity and Evolution
Explore complexity theory and evolutionary principles through expert insights from a leading researcher at the Free University of Brussels.
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Free Video
1 hour 54 minutes
On-Demand
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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.
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Free Video
1 day 2 hours 30 minutes
On-Demand
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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.
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Free Video
1 hour 33 minutes
On-Demand
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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.
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Free Video
2 hours 22 minutes
On-Demand
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Reinforcement Learning Made Simple
Discover the fundamentals of reinforcement learning through policy, reward systems, goal setting, and Q-values in this accessible introduction.
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Free Video
1 hour 17 minutes
On-Demand
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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.
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Free Video
1 day 14 hours 11 minutes
On-Demand
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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.
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Free Video
1 day 12 hours 53 minutes
On-Demand
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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.
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Free Video
1 hour 33 minutes
On-Demand
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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.
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Free Video
41 minutes
On-Demand
YouTube
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.
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Free Video
59 minutes
On-Demand