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商品描述
AI With PythonSince the invention of computers or machines, their capability to perform various tasks has experienced an exponential growth. Humans have developed the power of computer systems in terms of their diverse working domains, their increasing speed, and reducing size with respect to time.A branch of Computer Science named Artificial Intelligence pursues creating the computers or machines as intelligent as human beings.Artificial intelligence's progress is staggering. Efforts to advance AI concepts over the past 20 years have resulted in some truly amazing innovations. Big data, medical research, and autonomous vehicles are just some of the incredible applications emerging from AI development.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.What You Will Learn: -Introduction-Machine Learning-Data Preparations-Supervised Learning-Logic Programming-Clustering-Natural Language Processing-Time Series Data-Speech Recognition-Heuristic Search-Gaming-Much, Much More
商品描述(中文翻譯)
自從電腦或機器的發明以來,它們執行各種任務的能力已經呈指數級增長。人類在時間的推移中,以不同的工作領域、速度增加和體積減小的方式,發展了計算機系統的能力。人工智慧是計算機科學的一個分支,追求使計算機或機器像人類一樣具有智能。人工智慧的進展令人驚人。過去20年來,推進人工智慧概念的努力已經帶來了一些真正令人驚奇的創新。大數據、醫學研究和自動駕駛車輛只是人工智慧發展中出現的一些令人難以置信的應用。本書涵蓋了人工智慧各個領域的基本概念,如人工神經網絡、自然語言處理、機器學習、深度學習、遺傳算法等,以及它們在Python中的實現。您將學到以下內容:-介紹-機器學習-數據準備-監督學習-邏輯編程-聚類-自然語言處理-時間序列數據-語音識別-啟發式搜索-遊戲-等等更多內容