Artificial Intelligence

undefined in Artificial Intelligence from King's College London

Modules:

• Artificial Intelligence, Reasoning & Decision Making
• Machine Learning
• Agents & Multi-Agent Systems
• Computer Vision
• Data Mining
• Philosophy & Ethics of Artificial Intelligence
• Optimization Methods
• Pattern Recognition, Neural Networks & Deep Learning
• Individual Project

Skills for course:

Artificial Intelligence

Machine Learning

Intelligent Agents

Probability

Statistics

Mathematics

Algorithms

Data Structures

Problem Solving

Logics

Data Science

Critical Thinking

Time Management

Python

R

Matlab

Deep Learning

Reinforcement Learning

Hyperparameters

Boosting

Data Visualisation

Neural Networks

Scikit Learn

Pandas

NumPy

Matplotlib

TensorFlow

PyTorch

Jupyter Notebooks

Linear Algebra

Continuous Integration

Calculus

Discrete

Computer Vision

Object Oriented Programming

Databases

Relational Databases (SQL)

Non Relational Databases (NoSQL)

Indexing

Testing

Communication

Functional Programming

Seaborn

Keras