Describes the 3 main types of machine learning namely supervised, unsupervised, and reinforcement learning.

Explains the concept of Unsupervised Learning through examples.

Explore and understand Deep Learning

How do you go from identifying a single method to building an entire system?<br/>
Understanding Human Psychology Through Robots with Prof. Angelo Cangelosi, Part 4

Analytical Instrumentation (AI) deals with the instrumentation systems designed to perform quantitative and qualitative analysis of a sample. These instruments play a vital part in laboratories, quality control centres, research labs to...

Introducing class 4 and Explaining What is Supervised Learning

Supersonic travel? Colonizing Mars?! Here are 10 incredible ways, the genius inventor, visionary and entrepreneur is changing the world.

When art is generated by Artificial Intelligence, what or who can we call the artist? We look to art history to consider the long collaboration between humans and technology.

Explains the differences between structured and unstructured data.

R programming is easy. In this video, I'll walk you though how to clean your data; how to manipulate (or wrangle) your data; how to summarize your data; how to create tables and describe your data; how to visualize your data using ggplot...

The artificial intelligence revolution is expanding into more areas of our daily lives. Microsoft Asia president Ralph Haupter and Sensetime co-founder Bing Xu discuss the promises and challenges of AI with Nikki Waller, WSJ Editor of...

Present the concept of neural networks in the field of artificial intelligence

Implementing the Kmeans clustering method to segment customers from a mall dataset.

Efforts to connect human brains to computers have taken big leaps forward in recent years. Melding our minds with machines could provide the biggest single upgrade to human intelligence since our species evolved. But are we ready?

Explore different types of Machine Learning and experiment with Teachable Machine

Describes the general workflow of any AI project.

Introducing the scope of the course with an Intro to AI & Machine Learning

Over recent years we have seen more and more jobs being replaced by robotics. But what will happen when AI comes for white collar and office work? Are you really too creative to be replaced?

Exploring how to write to files in Python programming

Implementing the K-nearest neighbor algorithm to recommend a car based on customers' specifications.

Amazon, IBM and Microsoft all announced plans to pause or end selling facial recognition software to law enforcement. Amazon and Microsoft say they’re hoping for legislative guidance when it comes to selling facial recognition software....

How do you give back psychological theory to the robot?<br/>
Understanding Human Psychology Through Robots with Prof. Angelo Cangelosi, Part 5

Design a Neural Network to classify handwritten digits using Keras and TensorFlow

Describes the working principle of a One-vs-Rest (OvR) heuristic method.