Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud (Paperback)
暫譯: 計算機科學與數據科學的Python入門：學習使用AI、大數據與雲端編程

Paul Deitel

Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud (Paperback)

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目錄大綱

Table of Contents:

  • 1. Introduction to Computers and Python

  • 2. Introduction to Python Programming

  • 3. Control Statements and Program Development

  • 4. Functions

  • 5. Sequences: Lists and Tuples

  • 6. Dictionaries and Sets

  • 7. Array-Oriented Programming with NumPy

  • 8. Strings: A Deeper Look

  • 9. Files and Exceptions

  • 10. Object-Oriented Programming

  • 11. Computer Science Thinking: Recursion, Searching, Sorting and Big O

  • 12. Natural Language Processing (NLP)

  • 13. Data Mining Twitter

  • 14. IBM Watson and Cognitive Computing

  • 15. Machine Learning: Classification, Regression and Clustering

  • 16. Deep Learning

  • 17. Big Data: Hadoop, Spark, NoSQL and IoT

  • Index

目錄大綱(中文翻譯)

Table of Contents:



  • 1. Introduction to Computers and Python




  • 2. Introduction to Python Programming




  • 3. Control Statements and Program Development




  • 4. Functions




  • 5. Sequences: Lists and Tuples




  • 6. Dictionaries and Sets




  • 7. Array-Oriented Programming with NumPy




  • 8. Strings: A Deeper Look




  • 9. Files and Exceptions




  • 10. Object-Oriented Programming




  • 11. Computer Science Thinking: Recursion, Searching, Sorting and Big O




  • 12. Natural Language Processing (NLP)




  • 13. Data Mining Twitter




  • 14. IBM Watson and Cognitive Computing




  • 15. Machine Learning: Classification, Regression and Clustering




  • 16. Deep Learning




  • 17. Big Data: Hadoop, Spark, NoSQL and IoT




  • Index



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