Artificial Intelligence with Python

Artificial Intelligence with Python

Rong, Zheng; Teoh, Teik Toe

Springer Verlag, Singapore

03/2022

336

Dura

Inglês

9789811686146

15 a 20 dias

693

Descrição não disponível.
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.
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Artificial Intelligence;Machine Learning;Data Science;Python;Neural Networks;Deep Learning