Introduction to AI
Here is what you will learn in this module:
- What is AI
- Example of AI Applications
- AI's history and development
- What is Machine Learning
- Differences between coding and AI
Rule based AI
We will start by building entry level AI applicaton in this module.
Here is what you will learn in this module:
- Chatbot
- Creating your own mobile game
Data Mining & Machine Learning
Machine learning (ML) is a form of artificial intelligence (AI) that teaches computers to think in a similar way to how humans do: learning and improving upon past experiences. It works by exploring data, identifying patterns, and involves minimal human intervention.
The scope of ML is so big. eg. computer vision, natural language processing, supervised learning to predict the most likely outcome.
Here is what you will learn in this module:
- Build your own AI Application
- Conduct Supervised Learning
- Conduct Unsupervised Learning
- Explore Deep Learning
- What is Reinforced Learing
Computer Vision
Computer vision have many applications, we have identify many in the Introduction to AI module. In this module we will focus in 1 computer vision application
Here is what you will learn in this module:
- Build an object detection AI Application
- Train your own object detection model
- Build an motion detected surveillance camera
Data Science
Data is the new gold!?
Data scientists have a wide variety of skill sets that can leverage data and information to help organizations to make better strategic decisions. Data scientists need to be business savvy, understand statistic models and able to code.
Are you ready to have a taste of what it takes to be a Data Scientist? Here is what you will learn in this module:
- What is Data Science
- Desireable Data Scienctist Attributes
- Data Preparation
- Statistic Models
- Data Vzualisation
IoT - Internet of Things
The Internet of Things (IoT) refers to a system of interrelated, internet-connected objects that are able to collect and transfer data over a wireless network without human intervention.
Once the data gets to the cloud, predefined AI algorithm will make a decision on what to do based on previous learned "experience".
Here is what you will learn in this module:
- What is IOT
- Build an IOT device
Prototyping
Here is what you will learn in this module:
- 3D design and drawing
- 3D printing
- incoperate AI projects with 3D printed objects
