## **1. Ethical Issues** - **AI Bias**: - **Description**: Bias in AI arises when data or algorithms lead to unfair outcomes for certain groups. - **E…

## **1. Robot Motion Planning** - **Pathfinding**: - **Description**: Pathfinding algorithms enable robots to find the optimal path from a starting point…

## **1. Image Processing Basics** - **Filters**: - **Description**: Filters are used to enhance or extract specific features from images. They are applie…

## **1. Text Preprocessing** - **Tokenization**: - **Description**: Tokenization is the process of breaking down text into smaller units (tokens), such a…

## **1. Neural Network Basics** - **Perceptrons**: - **Description**: A perceptron is the most basic unit of a neural network, mimicking the behavior of …

## **1. Supervised Learning** **Definition**: Supervised learning is a type of machine learning where the model is trained on a labeled dataset. This mean…

## **1. Search Algorithms** **Depth-First Search (DFS):** - **Definition**: DFS is a search algorithm that explores a path from the root to a leaf node bef…

## **1. Rule-Based AI vs. Learning-Based AI** **Rule-Based Systems:** - **How They Work**: Rule-based AI operates on a set of predefined rules or logical s…

## **1. What is AI?** **Definition:** - **Artificial Intelligence (AI)** refers to the simulation of human intelligence processes by machines, especially …

In this final module, students will examine real-world case studies of successful digital transformations to understand the challenges, strategies, and outc…

This module focuses on evaluating the success of digital transformation initiatives by identifying key performance indicators (KPIs) and leveraging tools fo…

In the digital age, cybersecurity and risk management are critical components of any successful digital transformation strategy. This module will explore th…

In this module, we will explore how digital transformation is reshaping key industries such as retail, finance, healthcare, manufacturing, and education. Ea…

In this module, we will explore how digital transformation drives business model innovation and disrupts traditional industries. We'll also look into fo…

This module focuses on how businesses can strategically plan their digital transformation journey. It covers the steps needed to assess current capabilities…

This module explores the essential technologies that drive digital transformation. Understanding these technologies is crucial for businesses looking to inn…