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Don't Fear Algos

Honestly speaking, the title is a re-assurance to myself.

All this time, I've been involved with algorithms day-in-and-day-out, but I've never really felt competent in Algorithms, sub-consciously equating them with the knowledge of, monsters which are, C++ and Java.

I've reached the point where the validation about Algorithmic knowledge has become intrinsic and I wish to be satisfied with my honest effort.

The goal of the entire effort is to be proficient in Algorithms, be confident in my bones about my grasp of these ideas.

Programming Languages

OCAML

LATER

  • Scala
  • Clojure(Script)
  • Kotlin
  • jRuby
  • Julia
  • Hy

** I'll rely on SageMath and Mathematica for understanding and exploring various mathematical ideas and concepts.

Books

  • Introduction to Algorithms, CLRS
  • Algorithms, Sedgewick
  • An Introduction to Analysis of Algorithms, Sedgewick
  • Cracking the Coding Interview, McDowell
  • Discrete Mathematics, Rosen
  • Artificial Intelligence, Norvig
  • Analytic Combinatorics, Sedgewick

Online Courses

Coursera

  • Algorithmic Toolbox

  • Algorithms on Graphs

  • Algorithms on Strings

  • Python Data Structures

  • Functional Programming Principles in Scala

  • Functional Program Design in Scala

  • Parallel Programming

  • Julia Scientific Programming

  • Principles of Computing, Part-2

  • Algorithms, Part-1

  • Algorithms, Part-2

  • Divide and Conquer, Sorting and Searching and Randomized Algorithms

  • Graph Search, Shortest Paths and Data Structures

  • Greedy Algorithms, Minimum Spanning Trees and Dynamic Programming

  • Shortest Paths Revisited, NP-Complete Problems and What to do about them.

  • Analysis of Algorithms

  • Data Structures

  • Advanced Algorithms and Complexity

  • Discrete Optimization

  • Game Theory, Part-1

  • Game Theory, Part-2

  • Approximation Algorithms, Part-1

  • Approximation Algorithms, Part-2

  • Games Without Chance

  • Model Thinking

  • Programming Language, Part- A

  • Programming Language, Part- B

  • Programming Language, Part- C

  • Principles of Computing, Part-1

  • Algorithmic Thinking, Part-1

  • Algorithmic Thinking, Part-2

Later, perhaps

  • EdX
  • XueTang
  • Stepik
  • Khan Academy

Of the various courses, I've completed in these online platforms, I'd much rather do them again, with Julia, Racket and Scala in mind, deep inside ths feels right and makes me inspired to really understand the essence of these courses.

Coding Platforms

  • Rosetta Code
  • HackerRank
  • HackerEarth
  • Project Euler
  • ACM ICPC
 Courage is one part brave, three part fool - Brom, Eragon

I, of course, shall peek solutions to various ways of doing things after an honest attempts. I realize that this project will take a lot of time so I'm in for the long run ;P

dontfearalgorithms's Projects

algo icon algo

数据结构和算法必知必会的50个代码实现

algods icon algods

Implementation of Algorithms and Data Structures, Problems and Solutions

algorithms icon algorithms

Solutions for some common algorithm problems written in Java.

algs4 icon algs4

Algorithms, 4th edition textbook code and libraries

c icon c

All Algorithms implemented in C

c-sharp-algorithms icon c-sharp-algorithms

:books: :chart_with_upwards_trend: Plug-and-play class-library project of standard Data Structures and Algorithms in C#.

clrs icon clrs

Solutions to "Introduction to Algorithms" by Cormen, Leiserson, Rivest, Stein (CLRS)

codinginterviews icon codinginterviews

This repository contains coding interviews that I have encountered in company interviews

cosmos icon cosmos

Algorithms that run our universe | Your personal library of every algorithm and data structure code that you will ever encounter | Ask us anything at our forum

leetcode icon leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

leetcode-go icon leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage.

leetcode-in-go icon leetcode-in-go

:mortar_board: Go Solution for LeetCode algorithm problems, 100% coverage, continually updating.

leetcode-sol-res icon leetcode-sol-res

Clean, Understandable Solutions and Resources for LeetCode Online Judge Algorithm Problems.

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

python icon python

All Algorithms implemented in Python

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