Index
1 Introduction to artificial intelligence
This section provides an overview of artificial intelligence, covering basic concepts such as machine learning, natural language processing, and robotics. It includes fundamental concepts like the history of AI, types of AI, and the impact of AI on society.
2 Machine learning
In this chapter, you will learn about machine learning, including supervised and unsupervised learning, decision trees, and neural networks. The concept of training data and testing data will also be discussed.
3 Natural language processing
This section delves into natural language processing, including text classification, sentiment analysis, and language translation. You will explore how to preprocess text data, build models, and evaluate performance.
4 Robotics
Robotics basics, such as sensors, actuators, and control systems, are the focus of this chapter. You will understand different types of robots, their applications, and how to program them using languages like Python.
5 Ethics and future of ai
The ethical considerations and future implications of AI are explored in this chapter. You will learn about the ethical concerns surrounding AI, such as bias and privacy, and the potential impact of AI on the job market and society as a whole.