Artificial Intelligence with Python /

Entering the field of artificial intelligence and data science can seem daunting to beginners with little to no prior background, especially those with no programming experience. The concepts used in self-driving cars and virtual assistants like Amazon's Alexa may seem very complex and difficul...

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Bibliographic Details
Main Authors:	Teoh, Teik Toe (Author), Rong, Zheng (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Singapore : Springer Singapore : Imprint: Springer, 2022.
Edition:	1st ed. 2022.
Series:	Machine Learning: Foundations, Methodologies, and Applications,
Subjects:	Artificial intelligence. Machine learning. Artificial intelligence-Data processing. Python (Computer program language). Programming languages (Electronic computers). Artificial Intelligence. Machine Learning. Data Science. Python. Programming Language. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Part I Python
1 About Python
2 What's Python?
3 An Introductory Example
4 Basic Python
5 Intermediate Python
6 Advanced Python
7 Python for data analysis
Part II Artificial Intelligence Basics
8 Introduction to artificial intelligence
9 Data wrangling
10 Regression
11 Classification
12 Clustering
13 Association Rules
Part III Artificial Intelligence
Implementations
14 Text Mining
15 Image Processing
16 Convolutional Neural Networks
17 Chatbot, Speech and NLP
18 Deep Convolutional Generative Adversarial Network
19 Neural style transfer
20 Reinforcement learning
21 References.