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In this course, you will :
- Over the course of 100 days, you will master the Python programming language by creating 100 unique projects.
- Python will be used to teach you automation, game, app, web development, data science, and machine learning.
- Be able to program professionally in Python.
- Selenium, Beautiful Soup, Request, Flask, Pandas, NumPy, Scikit Learn, Plotly, and Matplotlib will be covered.
- To apply for developer jobs, create a portfolio of 100 Python projects.
- Python should allow you to create full-fledged websites and web apps.
- Python should be used for data science and machine learning.
- Python can be used to create games such as Blackjack, Pong, and Snake.
- Python can be used to create graphical user interfaces and desktop applications.
Syllabus :
- Day 1 - Beginner - Working with Variables in Python to Manage Data
- Day 2 - Beginner - Understanding Data Types and How to Manipulate Strings
- Day 3 - Beginner - Control Flow and Logical Operators
- Day 4 - Beginner - Randomisation and Python Lists
- Day 5 - Beginner - Python Loops
- Day 6 - Beginner - Python Functions & Karel
- Day 7 - Beginner - Hangman
- Day 8 - Beginner - Function Parameters & Caesar Cipher
- Day 9 - Beginner - Dictionaries, Nesting and the Secret Auction
- Day 10 - Beginner - Functions with Outputs
- Day 11 - Beginner - The Blackjack Capstone Project
- Day 12 - Beginner - Scope & Number Guessing Game
- Day 13 - Beginner - Debugging: How to Find and Fix Errors in your Code
- Day 14 - Beginner - Higher Lower Game Project
- Day 15 - Intermediate - Local Development Environment Setup & the Coffee Machine
- Day 16 - Intermediate - Object-Oriented Programming (OOP)
- Day 17 - Intermediate - The Quiz Project & the Benefits of OOP
- Day 18 - Intermediate - Turtle & the Graphical User Interface (GUI)
- Day 19 - Intermediate - Instances, State and Higher Order Functions
- Day 20 - Intermediate - Build the Snake Game Part 1: Animation & Coordinates
- Day 21 - Intermediate - Build the Snake Game Part 2: Inheritance & List Slicing
- Day 22 - Intermediate - Build Pong: The Famous Arcade Game
- Day 23 - Intermediate - The Turtle Crossing Capstone Project
- Day 24 - Intermediate - Files, Directories, and Paths
- Day 25 - Intermediate - Working with CSV Data and the Pandas Library
- Day 26 - Intermediate - List Comprehension and the NATO Alphabet
- Day 27 - Intermediate - Tkinter, *args, **kwargs and Creating GUI Programs
- Day 28 - Intermediate - Tkinter, Dynamic Typing and the Pomodoro GUI Application
- Day 29 - Intermediate - Building a Password Manager GUI App with Tkinter
- Day 30 - Intermediate - Errors, Exceptions and JSON Data: Improving the Password
- Day 31 - Intermediate - Flash Card App Capstone Project
- Day 32 - Intermediate+ Send Email (smtplib) & Manage Dates (datetime)
- Day 33 - Intermediate+ API Endpoints & API Parameters - ISS Overhead Notifier
- Day 34 - Intermediate+ API Practice - Creating a GUI Quiz App
- Day 35 - Intermediate+ Keys, Authentication & Environment Variables: Send SMS
- Day 36 - Intermediate+ Stock Trading News Alert Project
- Day 37 - Intermediate+ Habit Tracking Project: API Post Requests & Headers
- Day 38 - Intermediate+ Workout Tracking Using Google Sheets
- Day 39 - Intermediate+ Capstone Part 1: Flight Deal Finder
- Day 40 - Intermediate+ Capstone Part 2: Flight Club
- Day 41 - Web Foundation - Introduction to HTML
- Day 42 - Web Foundation - Intermediate HTML
- Day 43 - Web Foundation - Introduction to CSS
- Day 44 - Web Foundation - Intermediate CSS
- Day 45 - Intermediate+ Web Scraping with Beautiful Soup
- Day 46 - Intermediate+ Create a Spotify Playlist using the Musical Time Machine
- Day 47 - Intermediate+ Create an Automated Amazon Price Tracker
- Day 48 - Intermediate+ Selenium Webdriver Browser and Game Playing Bot
- Day 49 - Intermediate+ Automating Job Applications on LinkedIn
- Day 50 - Intermediate+ Auto Tinder Swiping Bot
- Day 51 - Intermediate+ Internet Speed Twitter Complaint Bot
- Day 52 - Intermediate+ Instagram Follower Bot
- Day 53 - Intermediate+ Web Scraping Capstone - Data Entry Job Automation
- Day 54 - Intermediate+ Introduction to Web Development with Flas
- Day 55 - Intermediate+ HTML & URL Parsing in Flask and the Higher Lower Game
- Day 56 - Intermediate+ Rendering HTML/Static files and Using Website Templates
- Day 57 - Intermediate+ Templating with Jinja in Flask Applications
- Day 58 - Web Foundation Bootstrap
- Day 59 - Advanced - Blog Capstone Project Part 2 - Adding Styling
- Day 60 - Advanced - Make POST Requests with Flask and HTML Forms
- Day 61 - Advanced - Building Advanced Forms with Flask-WTForms
- Day 62 - Advanced - Flask, WTForms, Bootstrap, and CSV - Coffee & Wifi Project
- Day 63 - Advanced - Databases and with SQLite and SQLAlchemy
- Day 64 - Advanced -My Top 10 Movies Website
- Day 65 - Web Design School - How to Create a Website that People will Love
- Day 66 - Advanced - Building Your Own API with RESTful Routing
- Day 67 - Advanced - Blog Capstone Project Part 3 - RESTful Routing
- Day 68 - Advanced - Authentication with Flask
- Day 69 - Advanced - Blog Capstone Project Part 4 - Adding Users
- Day 70 - Advanced - Deploying Your Web Application with Heroku
- Day 71 - Advanced - Data Exploration with Pandas: College Major v.s. Your Salary
- Day 72 - Advanced - Data Visualisation with Matplotlib: Programming Languages
- Day 73 - Advanced - Aggregate & Merge Data with Pandas: Analyse the LEGO Dataset
- Day 74 - Advanced - Google Trends Data: Resampling and Visualising Time Series
- Day 75 - Advanced - Beautiful Plotly Charts & Analysing the Android App Store
- Day 76 - Advanced - Computation with NumPy and N-Dimensional Arrays
- Day 77 - Advanced - Linear Regression and Data Visualisation with Seaborn
- Day 78 - Advanced - Analysing the Nobel Prize with Plotly, Matplotlib & Seaborn
- Day 79 - Advanced - The Tragic Discovery of Handwashing: t-Tests & Distributions
- Day 80 - Advanced - Capstone Project - Predict House Prices
- Day 81 - Professional Portfolio Project - [Python Scripting]
- Day 82 - Professional Portfolio Project - [Python Web Development]
- Day 83 - Professional Portfolio Project - [Python Scripting]
- Day 84 - Professional Portfolio Project - [GUI]
- Day 85 - Professional Portfolio Project - [GUI]
- Day 86 - Professional Portfolio Project - [Game]
- Day 87 - Professional Portfolio Project - [Web Development]
- Day 88 - Professional Portfolio Project - [Web Development]
- Day 89 - Professional Portfolio Project - [GUI Desktop App]
- Day 90 - Professional Portfolio Project - [HTTP Requests & APIs]
- Day 91 - Professional Portfolio Project - [Image Processing & Data Science]
- Day 92 - Professional Portfolio Project - [Web Scraping]
- Day 93 - Professional Portfolio Project - [GUI Automation]
- Day 94 - Professional Portfolio Project - [Game]
- Day 95 - Professional Portfolio Project - [HTTP Requests & APIs]
- Day 96 - Professional Portfolio Project - [Web Development]
- Day 97 - Professional Portfolio Project - [Python Automation]
- Day 98 - Professional Portfolio Project - [Data Science]
- Day 99 - Professional Portfolio Project - [Data Science]
- Day 100 - Professional Portfolio Project - [Data Science]
