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How to Think Like a Computer Scientist


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This training is available on our members site only. As a member, all of the training and tutorials are available to you. We will be adding more training materials here in the future. You can join now for only USD $15 total for 2 months, $25.00 for 4 months, $34.00 for 6 months, or $59.00 for 1 year. (Please note the local links to member training content do not work on this page.)

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How to Think Like a Computer Scientist

The goal of this course book is to teach you to think like a computer scientist. When computer scientists think they combine some of the best features of Mathematics, Engineering, and Natural Science. Like mathematicians, computer scientists use formal languages to denote ideas (specifically computations). Like engineers, they design things, assembling components into systems and evaluating tradeoffs among alternatives. Like scientists, they observe the behavior of complex systems, form hypotheses, and test predictions.

These texts are excellent introductions to Computer Science in three programming languages. The order of presentation is what is called "procedural first," meaning that the programming style is procedural (or functional) until the later chapters, which include a brief introduction to the concepts of object-oriented programming.

The single most important skill for a computer scientist is problem-solving. This is the ability to formulate problems, think creatively about solutions, and express a solution clearly and accurately. As it turns out, the process of learning to program is an excellent opportunity to practice problem-solving skills.


Java Version:

  • Chapter 1: The way of the program

  • Chapter 2: Variables and types

  • Chapter 3: Methods

  • Chapter 4: Conditionals, graphics and recursion

  • Chapter 5: Fruitful methods

  • Chapter 6: Iteration

  • Chapter 7: Strings and things

  • Chapter 8: Interesting objects

  • Chapter 9: Create your own objects

  • Chapter 10: Arrays

  • Chapter 11: Arrays of Objects

  • Chapter 12: Objects of Arrays

  • Chapter 13: Object-oriented programming

  • Chapter 14: Linked lists

  • Chapter 15: Stacks

  • Chapter 16: Queues and Priority Queues

  • Chapter 17: Trees

  • Chapter 18: Heap

  • Chapter 19: Table

  • Appendix C: The Slate Class

  • Index

 

Learning with C++:

  • Chapter 1: The way of the program

  • Chapter 2: Variables and types

  • Chapter 3: Function

  • Chapter 4: Conditionals and recursion

  • Chapter 5: Fruitful functions

  • Chapter 6: Iteration

  • Chapter 7: Strings and things

  • Chapter 8: Structures

  • Chapter 9: More structures

  • Chapter 10: Vectors

  • Chapter 11: Member functions

  • Chapter 12: Vectors of Objects

  • Chapter 13: Objects of Vectors

  • Chapter 14: Classes and invariants

  • Chapter 15: Object-oriented programming

  • Chapter 16: Pointers and References

  • Chapter 17: Templates

  • Chapter 18: Linked lists

  • Chapter 19: Stacks

  • Chapter 20: Queues and Priority Queues

  • Chapter 21: Trees

  • Chapter 22: Heap

  • Chapter 23: File Input/Output and pmatrices

  • Appendix A: Quick reference for pclasses

  • Index

 

Learning with Python:

  • Preface

  • Chapter 1: The way of the program

  • Chapter 2: Variables, expressions, and statements

  • Chapter 3: Functions

  • Chapter 4: Conditionals and recursion

  • Chapter 5: Fruitful functions

  • Chapter 6: Iteration

  • Chapter 7: Strings

  • Chapter 8: Lists

  • Chapter 9: Histograms

  • Chapter 10: Tuples and dictionaries

  • Chapter 11: Files and exceptions

  • Chapter 12: Classes and objects

  • Chapter 13: Classes and functions

  • Chapter 14: Methods

  • Chapter 15: Sets of objects

  • Chapter 16: Inheritance

  • Chapter 17: Linked Lists

  • Chapter 18: Stacks

  • Chapter 19: Queues and priority queues

  • Chapter 20: Trees

  • Appendix A: Debugging

  • Appendix B: Creating a new datatype

  • Appendix C: Complete Python listings

  • Appendix D: Recommendations for further reading

  • Index


Bonus: Download the LiveWires Python Course rel.1.2 (1.15mb) - This course is intended to help people who have not programmed before to learn the Python language.

 

 


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