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README.md
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README.md
@ -173,7 +173,6 @@ Courses | Duration | Effort | Prerequisites
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#### Readings
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- **Required** since Nand2Tetris does not go deep enough into operating systems: [Operating Systems: Three Easy Pieces](http://pages.cs.wisc.edu/~remzi/OSTEP/)
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- Supplemental: [Computer Networking: A Top-Down Approach](https://www.amazon.com/gp/product/0133594149?pldnSite=1)
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### Core theory
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@ -245,11 +244,6 @@ Courses | Duration | Effort | Prerequisites
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\* **Required** if you intend not to go past Core CS;
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**strongly recommended** even for those who will continue on to Advanced CS.
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#### Readings
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- Supplemental: [Transaction Processing: Concepts and Techniques](https://www.amazon.com/Transaction-Processing-Concepts-Techniques-Management/dp/1558601902)
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- Supplemental: [Data and Reality: A Timeless Perspective on Perceiving and Managing Information in Our Imprecise World](https://www.amazon.com/Data-Reality-Perspective-Perceiving-Information/dp/1935504215)
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- Supplemental: [Architecture of a Database System](http://db.cs.berkeley.edu/papers/fntdb07-architecture.pdf)
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## Advanced CS
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After completing **every single required course** in Core CS, students should choose a subset of courses from Advanced CS based on interest.
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@ -417,11 +411,14 @@ These aren't the only specializations you can choose. Check the following websit
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- Coursera: [Specializations](https://www.coursera.org/specializations)
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- Udacity: [Nanodegree](https://www.udacity.com/nanodegree)
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After spending some time in the industry, you should also sharpen your coding and software management skills with the following **readings**:
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- Recommended: [Clean Code](https://www.amazon.com/Clean-Code-Handbook-Software-Craftsmanship/dp/0132350882)
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- Recommended: [Code Complete](https://www.amazon.com/Code-Complete-Practical-Handbook-Construction/dp/0735619670)
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- Recommended: [The Pragmatic Programmer](https://www.amazon.com/Pragmatic-Programmer-Journeyman-Master/dp/020161622X)
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- Recommended: [The Mythical Man-Month](https://www.amazon.com/Mythical-Man-Month-Software-Engineering-Anniversary/dp/0201835959/ref=sr_1_1?s=books&ie=UTF8&qid=1488071430&sr=1-1&keywords=Mythical+Man-Month)
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### Where to go next?
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- Look for a job as a developer!
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- Check out the [readings](extras/readings.md) for classic books you can read that will sharpen your skills and expand your knowledge.
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- Join a local developer meetup (e.g. via [Meetups.com](https://www.meetups.com/)).
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- Pay attention to emerging technologies in the world of software development, such as:
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- [Elixir](http://elixir-lang.org/), a new functional programming language for the web based on the battle-tested BEAM VM!
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- [Rust](https://www.rust-lang.org/), a systems language which uses borrowing and lifetimes to achieve memory safety without a garbage collector!
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@ -1,96 +0,0 @@
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# Computer Science - Extra Resources
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## Articles
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- [Introduction to Computer Science](#introduction-to-computer-science)
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- [Math (Mathematical Thinking)](#math-mathematical-thinking)
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- [Program Design](#program-design)
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- [Math (Discrete Math)](#math-discrete-math)
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- [Algorithms](#algorithms)
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- [Programming Paradigms](#programming-paradigms)
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- [Software Testing](#software-testing)
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- [Math (Calculus)](#math-calculus)
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- [Software Architecture](#software-architecture)
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- [Theory](#theory)
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- [Software Engineering](#software-engineering)
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- [Math (Probability)](#math-probability)
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- [Computer Architecture](#computer-architecture)
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- [Operating Systems](#operating-systems)
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- [Computer Networks](#computer-networks)
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- [Databases](#databases)
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- [Cloud Computing](#cloud-computing)
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- [Math (Linear Algebra)](#math-linear-algebra)
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- [Cryptography](#cryptography)
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- [Security](#security)
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- [Compilers](#compilers)
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- [Parallel Computing](#parallel-computing)
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- [UX Design](#ux-design)
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- [Computer Graphics](#computer-graphics)
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- [Artificial Intelligence](#artificial-intelligence)
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- [Machine Learning](#machine-learning)
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- [Natural Language Processing](#natural-language-processing)
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- [Big Data](#big-data)
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- [Data Mining](#data-mining)
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- [Internet of Things](#internet-of-things)
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---
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### Introduction to Computer Science
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### Math (Mathematical Thinking)
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### Program Design
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### Math (Discrete Math)
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### Algorithms
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### Programming Paradigms
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### Software Testing
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### Math (Calculus)
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### Software Architecture
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### Theory
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### Software Engineering
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### Math (Probability)
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### Computer Architecture
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### Operating Systems
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### Computer Networks
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### Databases
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### Cloud Computing
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### Math (Linear Algebra)
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### Cryptography
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### Security
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### Compilers
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### Parallel Computing
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### UX Design
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### Computer Graphics
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### Artificial Intelligence
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### Machine Learning
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### Natural Language Processing
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### Big Data
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### Data Mining
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### Internet of Things
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@ -1,123 +0,0 @@
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# Computer Science - Extra Resources
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## Free Books
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- [Introduction to Computer Science](#introduction-to-computer-science)
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- [Math (Mathematical Thinking)](#math-mathematical-thinking)
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- [Program Design](#program-design)
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- [Math (Discrete Math)](#math-discrete-math)
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- [Algorithms](#algorithms)
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- [Programming Paradigms](#programming-paradigms)
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- [Software Testing](#software-testing)
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- [Math (Calculus)](#math-calculus)
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- [Software Architecture](#software-architecture)
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- [Theory](#theory)
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- [Software Engineering](#software-engineering)
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- [Math (Probability)](#math-probability)
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- [Computer Architecture](#computer-architecture)
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- [Operating Systems](#operating-systems)
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- [Computer Networks](#computer-networks)
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- [Databases](#databases)
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- [Cloud Computing](#cloud-computing)
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- [Math (Linear Algebra)](#math-linear-algebra)
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- [Cryptography](#cryptography)
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- [Security](#security)
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- [Compilers](#compilers)
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- [Parallel Computing](#parallel-computing)
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- [UX Design](#ux-design)
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- [Computer Graphics](#computer-graphics)
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- [Artificial Intelligence](#artificial-intelligence)
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- [Machine Learning](#machine-learning)
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- [Natural Language Processing](#natural-language-processing)
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- [Big Data](#big-data)
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- [Data Mining](#data-mining)
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- [Internet of Things](#internet-of-things)
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---
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### Introduction to Computer Science
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Name | Author(s)
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:-- | :--:
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[Structure and Interpretation of Computer Programs](https://mitpress.mit.edu/sicp/full-text/book/book.html) | Hal Abelson, Jerry Sussman, Julie Sussman
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[Introduction to Computing: Explorations in Language, Logic, and Machines](http://www.computingbook.org/) | David Evans
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### Math (Mathematical Thinking)
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### Program Design
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### Math (Discrete Math)
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Name | Author(s)
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:-- | :--:
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[Applied Discrete Structures](http://faculty.uml.edu/klevasseur/ads2/) | Alan Doerr, Ken Levasseur
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### Algorithms
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### Programming Paradigms
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### Software Testing
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### Math (Calculus)
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Name | Author(s)
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:-- | :--:
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[Calculus Made Easy](http://www.gutenberg.org/ebooks/33283) | Silvanus P. Thompson
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### Software Architecture
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### Theory
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### Software Engineering
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### Math (Probability)
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Name | Author(s)
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:-- | :--:
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[Grinstead and Snell’s Introduction to Probability](https://math.dartmouth.edu/~prob/prob/prob.pdf) |Charles M. Grinstead, J. Laurie Snell
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### Computer Architecture
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### Operating Systems
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### Computer Networks
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### Databases
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### Cloud Computing
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### Math (Linear Algebra)
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### Cryptography
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### Security
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### Compilers
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Name | Author(s)
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:-- | :--:
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[Compiler Construction](http://www.ethoberon.ethz.ch/WirthPubl/CBEAll.pdf) | Niklaus Wirth
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### Parallel Computing
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### UX Design
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### Computer Graphics
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### Artificial Intelligence
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### Machine Learning
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Name | Author(s)
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:-- | :--:
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[Deep Learning](http://www.deeplearningbook.org/) | Ian Goodfellow, Yoshua Bengio and Aaron Courville
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[Bayesian Reasoning and Machine Learning](http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.HomePage) | David Barber
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### Natural Language Processing
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### Big Data
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### Data Mining
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### Internet of Things
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@ -39,7 +39,6 @@
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Name | Author | ISBN
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:-- | :--: | :--:
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[Introduction to Computation and Programming Using Python](https://www.amazon.com/Introduction-Computation-Programming-Using-Python/dp/0262525003/) | John V. Guttag | 978-0262525008
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### Math (Mathematical Thinking)
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@ -49,13 +48,11 @@ Name | Author | ISBN
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Name | Author | ISBN
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:-- | :--: | :--:
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[Discrete Mathematics with Applications(4th Edition)](http://www.amazon.com/Discrete-Mathematics-Applications-Susanna-Epp/dp/0495391328/) | Susanna S. Epp | 9780495391326
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### Algorithms
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Name | Author | ISBN
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:-- | :--: | :--:
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[Introduction to Algorithms(3rd Edition)](http://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844/) | Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein | 9780262033848
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### Programming Paradigms
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@ -77,14 +74,11 @@ Name | Author | ISBN
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Name | Author | ISBN
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:-- | :--: | :--:
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[Modern Operating Systems(4th Edition)](http://www.amazon.com/Modern-Operating-Systems-Andrew-Tanenbaum/dp/013359162X/) | Andrew S. Tanenbaum, Herbert Bos | 9780133591620
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### Computer Networks
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Name | Author | ISBN
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:-- | :--: | :--:
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[Computer Networking: A Top-Down Approach (6th Edition)](http://www.chegg.com/textbooks/computer-networking-6th-edition-9780132856201-0132856204) | James F Kurose, Keith W Ross | 9780132856201
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[Computer Networks (5th Edition)](http://www.amazon.com/Computer-Networks-5th-Andrew-Tanenbaum/dp/0132126958/) | Andrew S. Tanenbaum, David J. Wetherall| 9780132126953
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### Databases
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@ -100,7 +94,6 @@ Name | Author | ISBN
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Name | Author | ISBN
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:-- | :--: | :--:
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[Compilers: Principles, Techniques, and Tools (2nd Edition)](http://www.amazon.com/Compilers-Principles-Techniques-Tools-2nd/dp/0321486811/) | Alfred V. Aho, Monica S. Lam, Ravi Sethi, Jeffrey D. Ullman | 9780321486813
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### Parallel Computing
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36
extras/readings.md
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36
extras/readings.md
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# Computer Science - Great Readings
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This document consists of great books or articles on computer science.
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Some are here because there is a course covering the same material;
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some are just great books that you should read at some point in your career.
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Once you have made it through most of the curriculum, knowing whether a book is worth your time will become easier.
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Or, if you are struggling in one of the courses, perhaps reading a book on the subject will help.
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Name | Author(s)
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:-- | :--:
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[Introduction to Computation and Programming Using Python](https://www.amazon.com/Introduction-Computation-Programming-Using-Python/dp/0262525003/) | John V. Guttag
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[Discrete Mathematics with Applications (4th Edition)](http://www.amazon.com/Discrete-Mathematics-Applications-Susanna-Epp/dp/0495391328/) | Susanna S. Epp
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[Transaction Processing: Concepts and Techniques](https://www.amazon.com/Transaction-Processing-Concepts-Techniques-Management/dp/1558601902)
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[Data and Reality: A Timeless Perspective on Perceiving and Managing Information in Our Imprecise World](https://www.amazon.com/Data-Reality-Perspective-Perceiving-Information/dp/1935504215)
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[Architecture of a Database System](http://db.cs.berkeley.edu/papers/fntdb07-architecture.pdf)
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[Introduction to Algorithms (3rd Edition)](http://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844/) | Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein
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[Modern Operating Systems (4th Edition)](http://www.amazon.com/Modern-Operating-Systems-Andrew-Tanenbaum/dp/013359162X/) | Andrew S. Tanenbaum, Herbert Bos
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[Computer Networking: A Top-Down Approach (6th Edition)](http://www.chegg.com/textbooks/computer-networking-6th-edition-9780132856201-0132856204) | James F Kurose, Keith W Ross
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[Design Patterns: Elements of Reusable Object-Oriented Software](https://www.amazon.com/Design-Patterns-Elements-Reusable-Object-Oriented/dp/0201633612) | Erich Gamma, Richard Helm, Ralph Johnson, John Vlissides
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[Refactoring](https://www.refactoring.com/) | Martin Fowler
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[The Architecture of Open Source Applications](http://aosabook.org/en/) | Michael DiBernardo (editor)
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[Compilers: Principles, Techniques, and Tools (2nd Edition)](http://www.amazon.com/Compilers-Principles-Techniques-Tools-2nd/dp/0321486811/) | Alfred V. Aho, Monica S. Lam, Ravi Sethi, Jeffrey D. Ullman
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[Computer Networks (5th Edition)](http://www.amazon.com/Computer-Networks-5th-Andrew-Tanenbaum/dp/0132126958/) | Andrew S. Tanenbaum, David J. Wetherall
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[Clean Code](https://www.amazon.com/Clean-Code-Handbook-Software-Craftsmanship/dp/0132350882)
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[Code Complete](https://www.amazon.com/Code-Complete-Practical-Handbook-Construction/dp/0735619670)
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[The Pragmatic Programmer](https://www.amazon.com/Pragmatic-Programmer-Journeyman-Master/dp/020161622X)
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[The Mythical Man-Month](https://www.amazon.com/Mythical-Man-Month-Software-Engineering-Anniversary/dp/0201835959/ref=sr_1_1?s=books&ie=UTF8&qid=1488071430&sr=1-1&keywords=Mythical+Man-Month)
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[Structure and Interpretation of Computer Programs](https://mitpress.mit.edu/sicp/full-text/book/book.html) | Hal Abelson, Jerry Sussman, Julie Sussman
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[Introduction to Computing: Explorations in Language, Logic, and Machines](http://www.computingbook.org/) | David Evans
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[Applied Discrete Structures](http://faculty.uml.edu/klevasseur/ads2/) | Alan Doerr, Ken Levasseur
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[Calculus Made Easy](http://www.gutenberg.org/ebooks/33283) | Silvanus P. Thompson
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[Grinstead and Snell’s Introduction to Probability](https://math.dartmouth.edu/~prob/prob/prob.pdf) |Charles M. Grinstead, J. Laurie Snell
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[Compiler Construction](http://www.ethoberon.ethz.ch/WirthPubl/CBEAll.pdf) | Niklaus Wirth
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[Deep Learning](http://www.deeplearningbook.org/) | Ian Goodfellow, Yoshua Bengio and Aaron Courville
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[Bayesian Reasoning and Machine Learning](http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.HomePage) | David Barber
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