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Practice projects to consider:
1. Implement a basic search engine: Read a set of documents and build an index of keywords. Then, implement a search function that returns a list of documents that match the query.
2. Build a recommendation system: Read a set of user-item interactions and build a recommendation system that suggests items to users based on their past behavior.
3. Create a data analysis tool: Read a large dataset and implement a tool that performs various analyses, such as calculating summary statistics, visualizing distributions, and identifying patterns and correlations.
4. Implement a graph algorithm: Study a graph algorithm such as Dijkstra's shortest path algorithm, and implement it in Python. Then, test it on real-world graphs to see how it performs.
1. Implement a basic search engine: Read a set of documents and build an index of keywords. Then, implement a search function that returns a list of documents that match the query.
2. Build a recommendation system: Read a set of user-item interactions and build a recommendation system that suggests items to users based on their past behavior.
3. Create a data analysis tool: Read a large dataset and implement a tool that performs various analyses, such as calculating summary statistics, visualizing distributions, and identifying patterns and correlations.
4. Implement a graph algorithm: Study a graph algorithm such as Dijkstra's shortest path algorithm, and implement it in Python. Then, test it on real-world graphs to see how it performs.
👍2
Learn for free ✅
HTML — https://www.w3schools.com/html
CSS — http://CSS-tricks.com
JavaScript — http://LearnJavaScript.online
DSA --- https://t.me/dsabooks/21
Git, GitHub -- http://LearnGitBranching.js.org
React — http://React-tutorial.app
API — http://RapidAPI.com/comics
SQL — http://SQLbolt.com
Python -- https://t.me/pythondevelopersindia/76
PHP --- https://bit.ly/3QkY3wW
ML -- https://developers.google.com/machine-learning/crash-course
AI -- http://microsoft.github.io/AI-For-Beginners
ENJOY LEARNING 👍👍
HTML — https://www.w3schools.com/html
CSS — http://CSS-tricks.com
JavaScript — http://LearnJavaScript.online
DSA --- https://t.me/dsabooks/21
Git, GitHub -- http://LearnGitBranching.js.org
React — http://React-tutorial.app
API — http://RapidAPI.com/comics
SQL — http://SQLbolt.com
Python -- https://t.me/pythondevelopersindia/76
PHP --- https://bit.ly/3QkY3wW
ML -- https://developers.google.com/machine-learning/crash-course
AI -- http://microsoft.github.io/AI-For-Beginners
ENJOY LEARNING 👍👍
👍5
Famous Programming Languages and Their Frameworks
1. Python:
Frameworks:
Django
Flask
Pyramid
Tornado
2. JavaScript:
Frameworks (Front-End):
React
Angular
Vue.js
Ember.js
Frameworks (Back-End):
Node.js (Runtime)
Express.js
Nest.js
Meteor
3. Java:
Frameworks:
Spring Framework
Hibernate
Apache Struts
Play Framework
4. Ruby:
Frameworks:
Ruby on Rails (Rails)
Sinatra
Hanami
5. PHP:
Frameworks:
Laravel
Symfony
CodeIgniter
Yii
Zend Framework
6. C#:
Frameworks:
.NET Framework
ASP.NET
ASP.NET Core
7. Go (Golang):
Frameworks:
Gin
Echo
Revel
8. Rust:
Frameworks:
Rocket
Actix
Warp
9. Swift:
Frameworks (iOS/macOS):
SwiftUI
UIKit
Cocoa Touch
10. Kotlin:
Frameworks (Android):
Android Jetpack
Ktor
11. TypeScript:
Frameworks (Front-End):
Angular
Vue.js (with TypeScript)
React (with TypeScript)
12. Scala:
Frameworks:
Play Framework
Akka
13. Perl:
Frameworks:
Dancer
Catalyst
14. Lua:
Frameworks:
OpenResty (for web development)
15. Dart:
Frameworks:
Flutter (for mobile app development)
16. R:
Frameworks (for data science and statistics):
Shiny
ggplot2
17. Julia:
Frameworks (for scientific computing):
Pluto.jl
Genie.jl
18. MATLAB:
Frameworks (for scientific and engineering applications):
Simulink
19. COBOL:
Frameworks:
COBOL-IT
20. Erlang:
Frameworks:
Phoenix (for web applications)
21. Groovy:
Frameworks:
Grails (for web applications)
Best Programming Resources: https://topmate.io/coding/898340
Give credits while sharing: https://t.me/programming_guide
ENJOY LEARNING 👍👍
1. Python:
Frameworks:
Django
Flask
Pyramid
Tornado
2. JavaScript:
Frameworks (Front-End):
React
Angular
Vue.js
Ember.js
Frameworks (Back-End):
Node.js (Runtime)
Express.js
Nest.js
Meteor
3. Java:
Frameworks:
Spring Framework
Hibernate
Apache Struts
Play Framework
4. Ruby:
Frameworks:
Ruby on Rails (Rails)
Sinatra
Hanami
5. PHP:
Frameworks:
Laravel
Symfony
CodeIgniter
Yii
Zend Framework
6. C#:
Frameworks:
.NET Framework
ASP.NET
ASP.NET Core
7. Go (Golang):
Frameworks:
Gin
Echo
Revel
8. Rust:
Frameworks:
Rocket
Actix
Warp
9. Swift:
Frameworks (iOS/macOS):
SwiftUI
UIKit
Cocoa Touch
10. Kotlin:
Frameworks (Android):
Android Jetpack
Ktor
11. TypeScript:
Frameworks (Front-End):
Angular
Vue.js (with TypeScript)
React (with TypeScript)
12. Scala:
Frameworks:
Play Framework
Akka
13. Perl:
Frameworks:
Dancer
Catalyst
14. Lua:
Frameworks:
OpenResty (for web development)
15. Dart:
Frameworks:
Flutter (for mobile app development)
16. R:
Frameworks (for data science and statistics):
Shiny
ggplot2
17. Julia:
Frameworks (for scientific computing):
Pluto.jl
Genie.jl
18. MATLAB:
Frameworks (for scientific and engineering applications):
Simulink
19. COBOL:
Frameworks:
COBOL-IT
20. Erlang:
Frameworks:
Phoenix (for web applications)
21. Groovy:
Frameworks:
Grails (for web applications)
Best Programming Resources: https://topmate.io/coding/898340
Give credits while sharing: https://t.me/programming_guide
ENJOY LEARNING 👍👍
👍5❤2