Themes and Modules |
Learning Outcomes |
What is AI? |
Explore the world of Artificial Intelligence and delve into the amazing things it can provide. |
Can AI understand sentiments? |
Develop an AI program that will carry out text classification and sentiment analysis, to identify positive or negative connotations of the text. |
Define AI and its impact on society. |
Build a language translator program to understand how natural interaction between machines and humans work and its societal impact. |
How is natural interaction possible through AI? |
Create an AI program that utilizes sense perception to recognize real-time scenarios such as responding to traffic violations. |
What is the connection between AI and Neural Network? |
Develop an AI program to play stroop effect game to demonstrate how the human brain processes words, colors, patterns etc. |
Is it possible for AI to recognize emotions? |
Create a model to investigate human emotions using a sentiment analysis tool. |
Can AI differentiate different objects? |
Design an AI program that will use computer vision tools to read and recognize the image features from the images and display the list of objects. |
Investigate brand recognition using computer vision. |
Explore how to create a program to recognize image features using computer vision tools. |
What is perception? |
Understand the concept of perception in AI and develop an AI program that will detect a person's age and gender. |
Investigate the concept of AI face filter using computer vision. |
Build an AI program to track the human face and apply face filters using computer vision and face detection extension. |
What is gesture control? Is it possible in AI? |
Develop a game-based AI program using gesture control. |
What is machine learning? |
Build knowledge by actively exploring real-world situations to understand sentiment analytical tools. |
Can we make a machine intelligent? |
Create an Intelligent machine that will analyse Text, Semantics and understand NLP concepts and its impact. |
What is Natural language processing? |
Deep dive to understand the various facets of Natural Language Processing. |
What is machine learning? |
Explore and experience an AI image classification program, and train it using machine learning and computer vision tools to identify whether a person is wearing a mask or not. |
What is perceptual process and data acquisition? |
Build a face tracker system using ML and face detection extensions to maintain the tracking sheet using data logger. |
Investigate the human machine interaction with perception. |
Plan and create a AI program to play a quiz game using computer vision tools. |
How can we enable image classification using computer vision? |
Build a AI program that will perceive and classify image data using computer vision extension. |
What are face recognition tools? |
Develop an intelligent machine to monitor target zones on a image of a face using face recognition tools. |
Investigate the concepts of perception and classification process. |
Create a program to classify the audio data using machine learning concepts and learn how perception helps to build an intelligent machine or robot that will react like human. |
What is natural language understanding and natural language generation? |
Build a language translator app using NLP components such as natural language understanding and natural language generation. |
What is conversational agent? |
Articulate and create a text-based conversational agent. |
Can AI recognize human intentions? |
Build an interactive voice-based conversational agent program that can be trained to recognize the intent of the input. |
How do machines learn using AI? |
Analyse an AI program to perform sentiment analysis (or opinion mining) using natural language processing and machine learning to interpret and classify emotions in subjective data. |
What is image classification? |
Deep dive to understand an image classifiction machine learning model to identify and classify the object and demonstrate the process of supervised machine learning model. |
How can we build a security system? |
Build a face security system to identify the person's face by combining computer vision and machine learning features. |
Is audio classification possible in AI? |
Create an audio classification model to recognize and classify the audio data and understand the concept of supervised learning. |
What is reinforcement machine learning? |
Develop an AI program using reinforcement machine learning concept to play a pac-man game. |