Programming

Python

  • Basics

  • Intro
  • Variables
  • Arithmetic Operators
  • Logical Operators
  • String Indexing
  • String Operations
  • Lists
  • Tuples
  • Dictionaries
  • Sets
  • If Else
  • For Loop
  • While Loop
  • Functions
  • Classes
  • Files
  • Exceptions
  • Datetime
  • Math
  • Recursion

  • Data Science

  • Pandas Series
  • Numpy Arrays
  • Numpy Indexing
  • Numpy Masking
  • Numpy Operations
  • Binary Trees
  • K Dimensional Trees
  • Regular Expression
  • Enumerate
  • Combinations

  • Machine Learning

  • Delta Learning Algorithm
  • Widrow Hoff Learning Algorithm
  • K Nearest Neighbors With Sklearn
  • K Nearest Neighbors Classification

  • Neural Networks

  • Convolutional Neural Network With Keras
  • Multilayer Perceptron Layers With Keras
  • Linear Threshold Units

  • Applications

  • Graphs With Python
  • Fermats Last Theorem Checker
  • Word Counting With Mrjob
  • Gradient Descent Algorithm
  • Dijkstra Shortest Path Algorithm
  • Prim Minimum Spanning Tree Algorithm
  • Erlang B Calculator

    • Scala

  • Basics

  • Intro
  • Variables
  • Arithmetic Operators
  • Logical Operators
  • String Indexing
  • String Operations
  • Lists
  • Tuples
  • Maps
  • Sets
  • If Else
  • For Loop
  • While Loop
  • Functions
  • Classes
  • Files
  • Exceptions
  • Calendar
  • Math

    • Ruby

  • Basics

  • Arithmetic Operators
  • Logical Operators
  • String Indexing
  • String Operations
  • Files
  • Exceptions

    • C

  • Basics

  • Intro
  • Variables
  • Constants
  • Pointers
  • Arithmetic Operators
  • Logical Operators
  • String Indexing
  • String Operations
  • Arrays
  • Structures
  • Unions
  • If Else
  • Switch
  • For Loop
  • While Loop
  • Functions
  • Header
  • Files
  • Macros
  • Error Handling

  • Other

  • Memory Management
  • Recursion

  • Applications

  • Temperature Converter
  • Square Root Calculator

    • Prolog

  • Basics

  • Intro
  • Predicates
  • Facts
  • Rules
  • Queries
  • Directives
  • Arithmetic Operators
  • Lists
  • Sets
  • Files
  • Math
  • Recursion

  • Other

  • Trace
  • Integer Arithmetic
  • Random
  • Read And Write

  • Applications

  • Collatz Conjecture
  • Combinatorial Optimization
  • Expert Systems
  • Graphs

    • Pascal

  • Basics

  • Intro
  • Constants
  • Variables
  • Types
  • Arithmetic Operators
  • If Then Else
  • Case Else

    • Misc

  • Hardware Description Language

  • Not
  • And
  • Or
  • Xor