Название: Artificial Intelligence with PythonАвтор: Infinity Publishing Solutions
Издательство: Infinity Publishing Solutions
Год: 2020
Страниц: 164
Язык: английский
Формат: pdf (true), azw3, epub
Размер: 10.1 MB
Artificial intelligence is the intelligence demonstrated by machines, in contrast to the intelligence displayed by humans.
This book covers the basic concepts of various fields of artificial intelligence like Artificial Neural Networks, Natural Language Processing, Machine Learning, Deep Learning, Genetic algorithms etc., and its implementation in Python.
Artificial Intelligence is a way of making a computer, a computer-controlled robot, or a software think intelligently, in the similar manner the intelligent humans think. AI is accomplished by studying how human brain thinks and how humans learn, decide, and work while trying to solve a problem, and then using the outcomes of this study as a basis of developing intelligent software and systems. While exploiting the power of the computer systems, the curiosity of human, lead him to wonder, “Can a machine think and behave like humans do?” Thus, the development of AI started with the intention of creating similar intelligence in machines that we find and regard high in humans.
Why Python for AI:
Artificial intelligence is considered to be the trending technology of the future. Already there are a number of applications made on it. Due to this, many companies and researchers are taking interest in it. But the main question that arises here is that in which programming language can these AI applications be developed? There are various programming languages like Lisp, Prolog, C++, Java and Python, which can be used for developing applications of AI. Among them, Python programming language gains a huge popularity and the reasons are as follows:
- Simple syntax & less coding
- Inbuilt libraries for AI projects (NumPy, SciPy, matplotlib, nltk, SimpleAI, etc.)
- Open source
- Can be used for broad range of programming
This book will be useful for graduates, post graduates, and research students who either have an interest in this subject or have this subject as a part of their curriculum. The reader can be a beginner or an advanced learner.
Prerequisites:
We assume that the reader has basic knowledge about Artificial Intelligence and Python programming. He/she should be aware about basic terminologies used in AI along with some useful Python packages like nltk, OpenCV, Pandas, OpenAI Gym, etc.
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