Written for programmers with a background in another high-level language, this book uses
hands-on instruction to teach today’s most compelling, leading-edge computing technologies
and programming in Python—one of the world’s most popular and fastest-growing languages.
Please read the Table of Contents diagram inside the front cover and the Preface for more
details. · 500+ hands-on, real-world, live-code examples from snippets to case studies
· IPython + code in Jupyter® Notebooks
· Library-focused: Uses Python Standard Library and data science libraries to accomplish significant tasks with minimal code
· Rich Python coverage: Control statements, functions, strings, files, JSON serialization, CSV, exceptions
· Procedural, functional-style and object-oriented programming Chapter 1: Introduction to Computers and Python
Chapter 2: Introduction to Python Programming
Chapter 3: Control Statements
Chapter 4: Functions
Chapter 5: Sequences: Lists and Tuples
Chapter 6: Dictionaries and Sets
Chapter 7: Array-Oriented Programming with NumPy
Chapter 8: Strings: A Deeper Look
Chapter 9: Files and Exceptions
Chapter 10: Object-Oriented Programming
Chapter 11: Natural Language Processing (NLP)
Chapter 12: Data Mining Twitter
Chapter 13: IBM Watson and Cognitive Computing
Chapter 14: Machine Learning: Classification, Regression and Clustering
Chapter 15: Deep Learning
Chapter 16: Big Data: Hadoop, Spark, NoSQL and IoT Paul Deitel and Harvey Deitel are the founders of Deitel & Associates, Inc., the internationally
recognized programming languages authoring and corporate training organization. Millions of
people worldwide have used Deitel professional books, textbooks, e-books, LiveLessons
video products, Safari live online training , and Revelâ„¢ interactive multimedia courses with integrated labs and
assessment to master major programming languages and platforms, including Python®, Java®,
C++, C, C#, Swiftâ„¢, iOS, Androidâ„¢ and Internet and web programming.
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