awesomeYouTube
A curated list of carefully retrieved awesome videos to learn absolutely anything you need to know in coding and maths.
https://github.com/ThePyProgrammer/awesomeYouTube
Last synced: about 19 hours ago
JSON representation
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Mathematics
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Algebra
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Calculus
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Statistics
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Trivia
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Data Structures and Algorithms
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Trivia
- Binary and Computer Science
- Intro to Programming and CS
- Data Structures for Beginners
- Data Structures Easy to Advanced Course
- Big O Notation and Time Compexity
- Dynamic Programming
- Graph Theory
- Breadth First Search (BFS)
- Depth First Search (DFS)
- Cryptography All-in-One
- CS50's Arrays and Sorting Algorithms
- MIT's Algorithmic Thinking, Peak Finding
- 15 Sorting Algorithms
- Quicksort Algorithm
- Data Structures Easy to Advanced Course
- Big O Notation and Time Compexity
- Dynamic Programming
- Graph Theory
- Breadth First Search (BFS)
- Depth First Search (DFS)
- Cryptography All-in-One
- CS50's Arrays and Sorting Algorithms
- MIT's Algorithmic Thinking, Peak Finding
- Binary and Computer Science
- Intro to Programming and CS
- Data Structures for Beginners
- 15 Sorting Algorithms
- Quicksort Algorithm
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Data Science
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Trivia
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Machine Learning
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Trivia
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Deep Learning
- Crash Course
- MIT's Introduction to Deep Learning
- Practical Deep Learning for Coders
- 3Blue1Brown's Explanation of Neural Networks
- MIT's Recurrent Neural Networks (RNNs)
- MIT's Convolutional Neural Networks (CNNs)
- Stanford's Introduction to CNNs for Visual Recognition
- 3Blue1Brown's Explanation of Neural Networks
- Crash Course
- MIT's Introduction to Deep Learning
- Practical Deep Learning for Coders
- MIT's Recurrent Neural Networks (RNNs)
- MIT's Convolutional Neural Networks (CNNs)
- Stanford's Introduction to CNNs for Visual Recognition
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Software Design Paradigms
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"Basic" Languages
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Deep Learning
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The C Languages
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C
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C++
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C#
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Game Development
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The Honorary Members: Rust and Go
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Database Design
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Python
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NoSQL
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Setup and Basics
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Some Important Modules
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Threading and Sockets
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GUI
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Web
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Data Science
- Data Science for Beginners
- Jupyter Notebook
- Data Analysis
- NumPy
- Introduction
- Python Functions and Working with Files
- Numerical Computing with Numpy
- Analyzing tabular data with Pandas
- Visualization with Matplotlib and Seaborn
- Exploratory Data Analysis
- Machine Learning with Python
- Matplotlib
- Bokeh
- SQLite
- Pandas
- Scikit-Learn
- TensorFlow 2.0 Complete Course
- Neural Networks and TensorFlow Crash Course
- Keras with Tensorflow
- PyTorch
- Applied Deep Learning with PyTorch
- OpenCV Full Course
- OpenCV Tutorial
- NLP in Python
- NLTK
- with Tensorflow 2.0
- Bokeh
- SQLite
- Pandas
- Data Science for Beginners
- Jupyter Notebook
- Data Analysis
- NumPy
- NLTK
- with Tensorflow 2.0
- Introduction
- Python Functions and Working with Files
- Numerical Computing with Numpy
- Analyzing tabular data with Pandas
- Visualization with Matplotlib and Seaborn
- Exploratory Data Analysis
- Matplotlib
- Machine Learning with Python
- Scikit-Learn
- TensorFlow 2.0 Complete Course
- Neural Networks and TensorFlow Crash Course
- Keras with Tensorflow
- PyTorch
- Applied Deep Learning with PyTorch
- OpenCV Full Course
- OpenCV Tutorial
- NLP in Python
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Development Frameworks
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Random Stuff
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Other Data Science Languages
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THE WEB
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Random Stuff
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HTML & CSS
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JavaScript and TypeScript
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Front-End Development
- Angular Complete Course
- Angular Crash Course
- Vue.js 2.0
- Nuxt JS
- React JS
- React JS Full Course
- Next.js
- Gatsby JS
- Svelte
- SAP UI5 / Fiori
- Gulp JS
- Web Components
- Vue.js 2.0
- Nuxt JS
- React JS
- React JS Full Course
- Next.js
- Gatsby JS
- Svelte
- SAP UI5 / Fiori
- Gulp JS
- Web Components
- Angular Complete Course
- Angular Crash Course
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Server-Side Development
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Random Libs
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Data Science and Machine Learning
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Individual Courses and Projects
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Full-Stack
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Deployment
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Networking
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JVM
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Android
- Part 1
- Part 2
- Android All-in-One
- Android Edureka Course
- Simple Android with Kotlin
- Android Development with Kotlin
- SQLite Database
- Figma
- GPS App
- Publishing your App
- Robinhood-Style App to Track Covid-19 Cases
- Complete App with Firebase
- WhatsApp Clone
- Android App using REST API
- Part 2
- Android All-in-One
- Android Edureka Course
- Part 1
- Simple Android with Kotlin
- Android Development with Kotlin
- SQLite Database
- Figma
- GPS App
- Publishing your App
- Robinhood-Style App to Track Covid-19 Cases
- Complete App with Firebase
- WhatsApp Clone
- Android App using REST API
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Java
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Kotlin
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Spring Boot
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Ruby
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Android
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Dart & Flutter
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Swift
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Android
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IDEs
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Android
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Visual Studio Code (VSCode)
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Atom by GitHub
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Vim
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Version Control
Categories
Sub Categories
Data Science
52
Trivia
40
Android
40
Front-End Development
24
Deep Learning
20
Server-Side Development
20
Web
16
HTML & CSS
14
Calculus
14
Random Libs
14
Vim
14
Java
14
Individual Courses and Projects
12
Visual Studio Code (VSCode)
12
The Honorary Members: Rust and Go
12
Random Stuff
12
JavaScript and TypeScript
10
NoSQL
8
Some Important Modules
8
C#
8
GUI
8
SQL
6
Data Science and Machine Learning
6
Setup and Basics
6
Kotlin
6
C++
6
Development Frameworks
6
Algebra
5
Deployment
4
Full-Stack
4
Atom by GitHub
2
Game Development
2
Networking
2
Threading and Sockets
2
C
2
Statistics
2
Spring Boot
2