What is Natural Language Processing?
Definition of Natural Language Processing, as well as its application areas.
Machine Learning
What is Unsupervised Learning?
Unsupervised learning algorithms explained with the help of concrete examples and applications.
Reinforcement Learning – simply explained!
Explanation of reinforcement learning algorithms using the game Pac-Man.
What is a Random Forest?
Explanation of the Random Forest algorithm with description of decision trees and application areas.
What is a Decision Tree?
Explanation of the Decision Tree algorithm with the help of a detailed example, as well as the advantages and disadvantages.
What is Supervised Learning?
Supervised learning algorithms explained with the help of concrete examples and applications.
Support Vector Machine (SVM) – easily explained!
Support Vector Machines explained with examples, including kernel trick and advantages and disadvantages of using them.
Convolutional Neural Network in TensorFlow with CIFAR10 images
Create a Convolutional Neural Network in Python with Tensorflow.