Hands on Artificial Intelligence

Machine Learning and Artificial Intelligence lectures, videos and exercises with real life use cases

Unleashing Creativity: The Impact of AI in Art, Music, and Literature
Unleashing Creativity: The Impact of AI in Art, Music, and Literature
AI: The Dawn of Intelligent Machines
AI: The Dawn of Intelligent Machines
Image to 3D with Artificial Intelligence Tools
Image to 3D with Artificial Intelligence Tools
14) Introduction to Transfer Learning for Deep Learning
14) Introduction to Transfer Learning for Deep Learning
13.2) Generative Adversarial Networks
13.2) Generative Adversarial Networks
13.1) Revisiting Convolutional Neural Networks
13.1) Revisiting Convolutional Neural Networks
12) Convolutional Neural Networks
12) Convolutional Neural Networks
11) Introduction to Neural Networks and Deep Learning
11) Introduction to Neural Networks and Deep Learning
10) Introduction to Genetic Algorithms
10) Introduction to Genetic Algorithms
Bootstrapping and Ensemble Learning
Bootstrapping and Ensemble Learning
Generating Amazing 3D Worlds from Text with AI
Generating Amazing 3D Worlds from Text with AI
Clustering (k-Means and mean shift)
Clustering (k-Means and mean shift)
Creating Animated Virtual Presenter with Free AI Tools
Creating Animated Virtual Presenter with Free AI Tools
7.2) Dimensionality Reduction with PCA
7.2) Dimensionality Reduction with PCA
7.1) K Nearest Neighbor (KNN)
7.1) K Nearest Neighbor (KNN)
6) Decision Trees
6) Decision Trees
5) Support Vector Machines
5) Support Vector Machines
4) Classification, Logistic Regression and Precision/Recall
4) Classification, Logistic Regression and Precision/Recall
3) Multiple Regression, Robust Regression, Polynomial Regression and Performance Evaluation
3) Multiple Regression, Robust Regression, Polynomial Regression and Performance Evaluation
2) Hands on Linear Regression
2) Hands on Linear Regression
1) Introduction to Artificial Intelligence
1) Introduction to Artificial Intelligence