selfLearningProgress

selfLearningProgress.md

Self Learning Progress

Python

Vanilla Python

Clever Programmer - Python Tutorial for Beginners - Full Course in 11 Hours [2020]
Variables (2:47)
Functions (8:50)
Calendar (14:10)
If Else Statements (37:17)
While Loops (43:17)
For Loops (49:07)
Data Types (53:05)
Casting (56:37)
Strings (59:57)
Lists (1:03:23)
Slicing (1:17:07)
Split and Join (1:39:42)
Tuples (1:47:57)
Sets (1:58:55)
Dictionaries (2:16:50)
Mutability (2:50:24)
List Comprehension (3:02:43)
Regex (3:14:00)
Datetime Module (3:34:06)
Web Scraping (4:03:03)
Zip Functions (4:32:00)
Project: Tic Tac Toe (4:53:54)
Project: Twilio SMS App (5:59:00)
Project: To-Do List App (6:20:51)
Project: Craigslist Clone (7:13:54)
Python Freelancer Guide (10:11:10)

Al Sweigart - Automate the Boring Stuff with Python Programming
5/52 Lessons (9.6%)

Skipped to:
Section 10: Regular Expressions
…

Django

Django - Django 3.0 Documentation
Completed

Flask

Tech With Tim - Flask Tutorial
Completed

Machine Learning (Tensorflow/Pytorch/FastAI)

Kaggle - Intro to Machine Learning
How Models Work
Basic Data Exploration
Your First Machine Learning Model
Model Validation
Underfitting and Overfitting
Random Forests
Exercise: Machine Learning Competitions
Intro to AutoML
Getting Started With Titanic

Tensorflow - TensorFlow Documentation
Introduction

• Quickstart for Beginners
• Quickstart for Experts

Beginner

• ML basics with Keras
• Load and preprocess data
• Estimator

Advanced

• Customization
• Distributed training
• Images
• Text
• Structured data
• Generative
• Interpretability

C++

TARUC - BACS1023 Problem Solving and Programming
Completed

freeCodeCamp.org - C++ Tutorial for Beginners - Full Course
(0:00:00) Introduction
(0:01:38) Windows Installation
(0:04:54) Mac Installation
(0:08:44) Setup & Hello World
(0:12:29) Drawing a Shape
(0:19:55) Variables
(0:31:43) Data Types
(0:39:15) Working With Strings
(0:49:00) Working With Numbers
(0:59:41) Getting User Input
(1:05:32) Building a Calculator
(1:09:28) Building a Mad Libs
(1:13:45) Arrays
(1:20:03) Functions
(1:29:47) Return Statement
(1:35:22) If Statements
(1:47:15) If Statements (con’t)
(1:55:58) Building a Better Calculator
(2:02:20) Switch Statements
(2:10:47) While Loops
(2:18:53) Building a Guessing Game
(2:29:18) For Loops
(2:38:32) Exponent Function
(2:45:21) 2d Arrays & Nested Loops
(2:54:55) Comments
(2:59:11) Pointers
(3:13:26) Classes & Objects
(3:25:40) Constructor Functions
(3:34:41) Object Functions
(3:41:43) Getters & Setters
(3:54:04) Inheritance

The Cherno - C++ Playlist (Intermediate)
27/83 (32.5%)

JavaScript

Vanilla JavaScript

TARUC - BAIT1023 Web Design and Development
Completed

CS50 - Web Programming with Python and JavaScript
Git
HTML, CSS
Flask
SQL
ORMs, APIs
JavaScript
Front Ends
Django
Testing, CI/CD
GitHub, Travis CI
Scalability
Security

React

Coursera - Full-Stack Web Development with React (The Hong Kong University of Science and Technology)

Front-end Web UI Frameworks and Tools: Bootstrap 4

• Week 1
  • Full Stack Web Development: The Big Picture
  • Setting up your Development Environment: Git and Node
  • Introduction to Bootstrap
  • Responsive Design and Bootstrap Grid System
  • Assignment 1
• Week 2 (Bootstrap CSS Components)
  • Navigation and Navigation Bar
  • User Input: Buttons and Forms
  • Displaying Content: Tables and Cards
  • Images and Media: Images, Thumbnail, Media Objects
  • Alerting Users: Badges, Alerts, Progress Bars
  • Assignment 2
• Week 3 (Bootstrap JS Components)
  • Tabs, Pills, Tabbed Navigation
  • Hide and Seek: Collapse and Accordion
  • Revealing Content: Tooltips, Popovers and Modals
  • Carousel
  • Assignment 3
• Week 4 (Web Tools)
  • Bootstrap and JQuery
  • Less is More!: Less and Sass
  • Assignment 4
  • Building and Deployment: NPM Scripts
  • Building and Deployment: Task Runners: Grunt and Gulp
  • Conclusions
  • Final Project

Front-end Web Development with React

• Week 1 (Introduction to React)
  • Full-Stack Web Development: The Big Picture
  • Setting up your Development Environment: Git and Node
  • Introduction to React
  • React Components
  • Assignment 1: React Components
• Week 2 (React Router and Single Page Applications)
  • React Component Types
  • React Router
  • Single Page Applications
  • Assignment 2: React Router and Single Page Applications
• Week 3 (React Forms, Flow Architecture and Introduction to Redux)
  • Controlled Forms
  • Uncontrolled Forms
  • Introduction to Redux
  • React Redux Form
  • Assignment 3: React Forms and Redux
• Week 4 (More Redux and Client-Server Communication)
  • Redux Actions
  • Redux Thunk
  • Client-Server Communication
  • Fetch
  • React Animations
  • Assignment 4: Redux, Client-Server Communication and Fetch
  • Building and Deployment

Multiplatform Mobile App Development with React Native
Not Started Yet

Server-side Development with NodeJS, Express and MongoDB
Not Started Yet

Flutter(Dart)

Flutter - Flutter Documentation

App Brewery - Introduction to Flutter Development
Section 1: Introduction to Flutter Development
Section 2: Installation and Setup for Flutter Development
Section 3: How to Create Flutter Apps From Scratch (I Am Rich Project)
Section 4: Running Your App on a Physical Device
Section 5: I Am Poor - App Challenge
Section 6: MiCard - How to Build Beautiful UIs with Flutter Widgets
Section 7: Dicee - Building Apps with State
Section 8: Boss Level Challenge 1 - Magic 8 Ball
Section 9: Xylophone - Using Flutter and Dart Packages to Speed Up Development
Section 10: Quizzler - Modularising & Organising Flutter Code
Section 11: Boss Level Challenge 2 - Destini
Section 12: Next Steps

Java

Vanilla Java

Google - Tech Dev Guide (Foundations of Programming)
0/33 (0%)

TARUC - BACS2023 Object Oriented Programming
In Progress