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Recommended Exercise Websites to Learn AI [C++/Python]

2023-04-09

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Recommended Exercise Websites to Learn AI [C++/Python]

We introduce recommended exercise websites to learn AI.

HackerRank

HackerRank is a website where users can solve various programming exercises, including those in C++/Python and AI.

The ranking is based on the number of exercises solved, and you may receive an offer from a company if you have a good score.

Prepare

Prepare allows users to solve programming exercises such as C++/Python.

There is no time limit, and there are three levels of difficulty (Easy, Medium, and Hard), so you can choose the exercises you need to solve.

ItemsWhat you can learn
C/C++, Java, Python, RubyProgramming Languages
Algorithms, Data Structures, MathematicsBasic Concepts of Programming
Linux Shell, Functional Programming, Artificial Intelligence, SQL, Databases, RegexPractical Applications of Programming

Get Your Skills Certified

Get Your Skills Certified allows you to have your skills certified.

By having your skills certified, you are more likely to receive offers from companies.

These skills certification tests have time limit.

ItemsCertified SkillsTime Limit
Angular (Basic)Basic Level Augular.js1 hour
Angular (Intermediate)Intermediate Level Augular.js1.5 hours
C# (Basic)Basic Level C#1 hour
CSSBasic Level CSS20 minutes
Go (Basic)Basic Level Go50 minutes
Go (Intermediate)Intermediate Level Go1 hour
Java (Basic)Basic Level Java1 hour
JavaScript (Basic)Basic Level JavaScript1.5 hours
JavaScript (Intermediate)Intermediate Level JavaScript1.5 hours
Node (Basic)Basic Level Node.js1 hour
Node (Intermediate)Intermediate Level Node.js1 hour
Problem Solving (Basic)Basic Level Problem Solving
with Algorithms and Data Structures
1.5 hours
Problem Solving (Intermediate)Intermediate Level Problem Solving
with Algorithms and Data Structures
1.5 hours
Python (Basic)Basic Level Python1.5 hours
R (Basic)Basic Level R1.5 hours
R (Intermediate)Intermediate Level R1.5 hours
React (Basic)Basic Level React.js1.5 hours
Rest API (Intermediate)Intermediate Level Rest API1.5 hours
SQL (Basic)Basic Level SQL30 minutes
SQL (Intermediate)Intermediate Level SQL35 minutes
SQL (Advanced)Advanced Level SQL1 hour

Contests

Contests are programming contests and held once a week or once a month.

Those who want to test their skills are encouraged to participate!

LeetCode

LeetCode is a website that allows you to solve online exercises that have been used or are similar to those used in coding interviews for GAFA (Google, Amazon, Facebook, Apple) (currently Facebook is Meta Platforms, so correctly it is GAMA).

This is a website where you can solve online exercises that have been used or are similar to those used in coding interviews at GAMA.

There are exercises in a variety of programming languages, including C++/Python.

Compared to HackerRank, the difficulty level is a little higher, but more practical.

As with LeetCode, there are three difficulty levels to choose from: Easy, Medium, and Hard.

Problems

Problems allow you to solve programming exercises.

Problems are like Prepare in HackerRank, but the main difference is that you can choose the language for each exercise.

ItemsWhat you can learn
AlgorithmsBasic programming procedures and techniques in C/C++, C#, Java, Python/Python3, JavaScript, Ruby, Swift, Go, Scala, Kotlin, Rust, PHP, TypeScript, Racket, Erlang, Elixir, and Dart.
DatabaseDatabase basics in MySQL, MySQL Server, and Oracle.
ShellBash reads data from a file and processes it.
ConcurrencyConcurrent Programming. The highest difficulty level for these items.

Explore

Explore includes Feature, Interview, Learn, and Challenge, each of which is explained below.

  • Featured: Content recommended by LeetCode. If there is content that interests you, we encourage you to read it!
  • Interview: You can solve mock (past) coding interview questions for Google, Amazon, Facebook, Apple, Microsoft, Adobe, Bloomberg, and Uber. This service is not available with a standard account, but only with a paid premium account. If you would like to get into these companies, we recommend purchasing a premium account.
  • Learn: Individual exercises for each topic, which provide a series of exercises on topics such as Recursion and Linked List, and are recommended for those who wish to concentrate on a specific skill.
  • Challenge: Programming contest (In LeetCode, it is called Contests). These contests are held irregularly.

Project Based Learning

Project Based Learning teaches AI programming in C++/Python.

Compared to the above two websites, the level of difficulty is higher, so it is recommended for intermediate to advanced users of C++/Python.

The following languages can be learned in Project Based Learning.

  • C#
  • C/C++
  • Clojure
  • Elixir
  • Erlang
  • F#
  • Go
  • Haskell
  • HTML/CSS
  • Java
  • JavaScript
  • Kotlin
  • Lua
  • OCaml
  • PHP
  • Python
  • R
  • Ruby
  • Rust
  • Scala
  • Swift
  • Additional Resources (React etc.)

Summary

We introduced recommended exercise websites to learn AI.

If you would like to test your C++/Python and AI skills, you should definitely use these websites.

Pramp is a good place to start if you would like to practice for the GAFA coding interview.

Pramp is a web service for peer reviewing interviews, and it's free.

Pramp is a great way to practice your interview skills!

If you would like to know the recommended job sites for AI Engineers, please click the following.

If you would like to know the recommended job sites for Prompt Engineers, please click the following.

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