100 Days of Code - The Complete Python Pro Bootcamp

Master python by building 100 projects in 100 days. Learn to build websites, games, apps, plus scraping and data science

What you'll learn

  • Be able to program in python professionally
  • Master the Python Programming language by building 100 projects over 100 days
  • Create a portfolio of 100 Python projects to apply for developer jobs
  • Be able to build fully fledged websites and web apps with Python
  • Be able to use Python for Data Science and Machine Learning
  • Build games like Blackjack, Pong and Snake using Python
  • Build GUIs and Desktop applications with Python
  • Learn to use modern frameworks like Selenium, Beautiful Soup, Request, Flask, Pandas, NumPy, Scikit Learn, Plotly, Matplotlib 

Requirements

  • No programming experience needed – I’ll teach you everything you need to know
  • A Mac or PC computer with access to the internet
  • No paid software required – I’ll teach you how to use PyCharm, Jupyter Notebooks, and Google Colab
  • I’ll walk you through, step-by-step how to get all the software installed and set up

Description

Welcome to the 100 Days of Code – The Complete Python Pro Bootcamp.

100 days, 1 hour per day, learn to build 1 project per day, this is how you master Python. 

At 56+ hours, this Python Course is without a doubt the most comprehensive Python Course available anywhere online. Even if you have zero programming experience, this course will take you from beginner to professional. Here’s why:

  • The course is a taught by the lead instructor at the App Brewery, London’s best in-person programming bootcamp.
  • This course doesn’t cut any corners, there are beautiful animated explanation videos and tens of real-world projects which you will get to build. e.g. Tinder auto swiper, Snake game, Blog websites, LinkedIn Auto Submit Job Application
  • The curriculum was developed over a period of 2 years, with comprehensive student testing and feedback.

 

Throughout this comprehensive course, we cover a massive amount of tools and technologies, including:

  • Python 3 – the latest version
  • PyCharm, Jupyter Notebook, Google Colab
  • Python Scripting and Automation
  • Python Game Development
  • Web Scraping
  • Beautiful Soup
  • Selenium Web Driver
  • Request
  • WTForms
  • Data Science
  • Pandas
  • NumPy
  • Matplotlib
  • Plotly
  • Scikit learn
  • Seaborn
  • Turtle
  • Python GUI Desktop App Development
  • Tkinter
  • Front-End Web Development
  • HTML 5
  • CSS 3
  • Bootstrap 4
  • Bash Command Line
  • Git, GitHub and version Control
  • backend Web Development
  • Flask 
  • REST
  • APIs
  • Databases
  • SQL
  • SQLite
  • PostgreSQL
  • Authentication
  • Web Design
  • Deployment with GitHub Pages, Heroku and GUnicorn

 

By the end of this course, you will be fluently programming in Python and you’ll be so good at Python at that you can get a job or use the language professionally.

You’ll also build a portfolio of 100 projects that you can show off to any potential employer including:

  • Blackjack
  • Snake Game
  • Pong Game
  • Auto Swipe on Tinder
  • Auto Job Application on LinkedIn
  • Automate Birthday Emails/ SMS
  • Fully Fledged Blog Website
  • Build Your Own Public API
  • Data Science with Google Trends
  • Analysing Lego Datasets
  • Google App Store Analysis

 

Who this course is for

  • If you want to learn to code from scratch through building fun and useful projects
  • If you want to start your own startup by building your own websites and web apps
  • If you are a complete beginner then this course will be everything you need to become a Python professional
  • If you are a seasoned programmer wanting to switch to Python. 
  • If you are an intermediate Python programmer, 100 days of code challenges will help you level up.

Course Content

  • Day 1 - Beginner - Working with Variables in Python to Manage Data
 What You're Going to Get from This Course
 Start Here
 Downloadable Resources and Tips for Taking the Course
 Day 1 Goals: What We Will Make By The End of The Day
 Printing to The Console in Python
 (Interactive Coding Exercise) Printing
 String Manipulation and Code Intelligence
 (Interactive Codeing Exercise) Debugging Practice
 The Python Input Function
 (Interactive Coding Exercise) Input Function
 Python Variables
 (Interactive Coding Exercise) Variables
 Variable Naming
 Day 1 Project: Band Name Generator
 Congratulations! Well Done!

Source Code

  • Day 2 - Beginner - Understanding Data Types and How to Manipulate Strings
 Day 2 Goals: What We Will Make By The End of The Day
 Python Primitive Data Types
 Type Error, Type Checking and Type Conversion
 (Interactive Coding Exercise) Data Types
 Mathematical Operations in Python
 (Interactive Coding Exercise) BMI Calculator
 Number Manipulation and F Strings in Python
 (Interactive Coding Exercise) Life in Weeks
 Day 2 Project: Tip Calculator
 You're Already in the Top 50%
  • Day 3 - Beginner - Control Flow and Logical Operators
 Day 3 Goals: What We Will Make By The End of The Day
 Control Flow with if/ else and Conditional Operators
 (Interactive Coding Exercise) Odd or Even? Introducing the Modulo
 Nested if Statements and elif Statements
 (Interactive Coding Exercise) BMI 2.0
 (Interactive Coding Exercise) Leap Year
 Multiple if Statements in Succession
 (Interactive Coding Exercise) Pizza Order Practice
 Logical Operators
 (Interactive Coding Exercise) Love Calculator
 Day 3 Project: Treasure Island
 Share and Show Off Your Project
  • Day 4 - Beginner - Randomisation and Python Lists
 Day 4 Goals: What We Will Make By The End of The Day
 Random Module
 (Interactive Coding Exercisee) Random Exercise
 Understanding The Offset and Appending Items to Lists
 (Interactive Coding Exercise) Banker Roulette - Who Will Pay The Bill?
 Index Errors and Working with Nested Lists
 (Interactive Coding Exercise) Treasure Map
 Day 4 Project: Rock Paper Scissors
 Programming is Like Going to The Gym
  • Day 5 - Beginner - Python Loops
 Day 5 Goals: What We Will Make By The End of The Day
 Using the for Loop with Python Lists
 (Interactive Coding Exercise) Average Height
 (Interactive Coding Exercise) High Score
 for Loops and the range() Function
 (Interactive Coding Exercise) Adding Even Numbers
 (Interactive Coding Exercise) The FizzBuzz Job Interview Question
 Day 5 Project: Create a Password Generator
 Hard Work and Perseverance Beats Raw Talent Every Time
  • Day 6 - Beginner - Python Functions & Karel
 Day 6 Goals: What We Will Make By The End of The Day
 Defining and Calling Python Functions
 The Hurdles Loop Challenge
 Indentation in Python
 While Loops
 Hardles Challenge Using While Loops
 Jumping Over Hurdles with Variable Heights
 Final Project: Escaping the Maze
 Why is this *so* Hard? Can I Really Do This?
  • Day 7 - Beginner - Hangman
 Day 7 Goals: What We Will Make By The End of The Day
 How to Break a Complex Problem Down into a Flow Chart
 Challenge 1 - Picking a Random Words and Checking Answers
 Challenge 1 Solution - How to Check The User's Answer
 Challenge 2 - Replacing Blanks with Guess
 Challenge 2 Solution - How to Replace the Blanks
 Challenge 3 - Checking If The Player Has Won
 Challenge 3 Solution - How to Check If The Player Has Won
 Challenge 4 - Keeping Track of The Player's Lives
 Challenge 4 Solution - How to Keep Track of The Player's Lives
 Challenge 5 - Improving The User Experience
 Challenge 5 Solution - How to Add ASCII Art and Improve the UI
 The Benefits of Daily Practice
  • Day 8 - Beginner - Function Parameters & Caesar Cipher
 Day 8 Goals: What We Will Make By The End of The Day
 Functions with Inputs
 Positional vs Keyword Arguments
 (Interactive Coding Exercise) Paint Area Calculator
 (Interactive Coding Exercise) Prime Number Checker
 Caesar Cipher Part 1 - Encryption
 Caesar Cipher Part 2 - Decryption
 Caesar Cipher Part 3 - Reorganising Our Code
 Caesar Cipher Part 4 - User Experience Improvements & Final Touches
 How You Can Stay Motivated
  • Day 9 - Beginner - Dictionaries, Nesting and The Secret Auction
 Day 9 Goals: What We Will Make By The End of The Day
 The Python Dictionary: Deep Dive
 (Interactive Coding Exercise) Grading Program
 Nesting Lists and Dictionaries
 (Interactive Coding Exercise) Dictionary in List
 The Secret Auction Program Instructions and Flow Chart
 Solution and Complete Code for The Secret Auction Program
 Motivation and The Accountability Trick
  • Day 10 - Beginner - Functions with Outputs
 Day 10 Goals: What We Will Make By The End of The Day
 Functions with Outputs
 Multiple Return Values
 (Interactive Coding Exercise) Days in Month
 Docstrings
 Calculator Part 1: Combining Dictionaries and Functions
 Print vs Return
 While Loops, Flags, and Recursion
 Calculator Finishing Touches and Bug Fixes
 How to Get a Good Night's Sleep
  • Day 11 - Beginner - The Blackjack Capstone Project
 Day 11 Goals: What We Will Make By The End of The Day
 Blackjack Program Requirements and Game Rules
 Hint 4 & 5 Solution Walkthrough
 Hint 6 - 8 Solution Walkthrough
 Hint 9 Solution Walkthrough: Refactoring and Calling calculate_score()
 Hint 10 - 12 Solution Walkthrough
 Hint 13 Solution Walkthrough
 A Solid Foundation Goes a Long Way
  • Day 12 - Beginner - Scope & Number Guessing Game
 Namespace: Local vs Global Scope
 Does Python Have Block Scope?
 How to Modify a Global Variable
 Python Constants and Global Scope
 Introducing The Final Project: The Number Guessing Game
 Solution & Walkthrough to the Number Guessing Game
 Don't Be Too Hard on Yourself
  • Day 13 - Beginner - Debugging: How to Find and Fix Errors in Your Code
 Describe The Problem
 Reproduce The Bug
 Play Computer and Evaluate Each Line
 Fixing Errors and Watching Red Underlines
 Squash Bugs with a print() Statement
 Bringing Out The BIG Gun: Using a Debugger
 Final Debugging Tips
 (Interactive Coding Exercise) Debugging Odd or Even
 (Interactive Coding Exercise) Debugging Leap Year
 (Interactive Coding Exercise) Debugging FizzBuzz
 Building Confidence
  • Day 14 - Beginner - Higher Lower Game Project
 Introduction & Program Requirements for the Higher Lower Game
 Solution & Walkthrough of the Higher Lower Game
 Study Tip: Set Reminders in Your Calender to Review
  • Day 15 - Intermediate - Local Development Environment Setup & The Coffee Machine
 Intall Python Locally on Your Commputer
 Download PyCharm for Windows or Mac
 PyCharm's Charming Features (While You Wait for the Download to Finish)
 How to Install PyCharm on Windows
 Installing PyCharm on Mac
 Introduction & Requirements for the Coffee Machine Code
 Solution & Walkthrough for the Coffee Machine Code
 Location, Location, Location - Pavlov's Coding Corner
  • Day 16 - Intermediate - Object Oriented Programming (OOP)
 Why Do We Need OOP and How Does it Work?
 How to Use OOP: Classes and Objects
 Constructing Objects and Accessing Their Attributes and Methods
 How to Add Python Packages and Use PyPi
 Practice Modifying Object Attributes and Calling Methods
 Building The Coffee Machine in OOP
 Walkthrough and Solution for the OOP Coffee Machine
 Don't Forget to Review Occasionally
  • Day 17 - Intermediate - The Quiz Project & The Benefits of OOP
 Day 17 Goals: What We Will Make By The End of The Day
 How to Create Your Own Class in Python
 Working with Attributes, Class Constructors and the __init__() Function
 Adding Methods to a Class
 Quiz Project Part 1: Creating The Question Class
 Quiz Project Part 2: Creating The List of Question Objects from the Data
 Quiz Project Part 3: The QuizBrain and The next_question() Method
 Quiz Project Part 4: How to Continue Showing New Questions
 Quiz Project Part 5: Checking Answers and Keeping Score
 The Benefits of OOP: Use Open Trivia DB to Get New Questions
 Run For That Bus!
  • Day 18 - Intermediate - Turtle & The Graphical User Interface (GUI)
 Day 18 Goals: What We Will Make By The End of The Day
 Understanding Turtle Graphics and How to Use The Documentation
 Turtle Challenge 1 - Draw a Square
 Importing Modules, Installing Packages, and Working with Aliases
 Turtle Challenge 2 - Draw a Dashed Line
 Turtle Challenge 3 - Drawing Different Shapes
 Turtle Challenge 4 - Generate a Random Walk
 Python Tuples and How to Generate Random RGB Colours
 Turtle Challenge 5 - Draw a Spirograph
 The Hirist Painting Project Part 1 - How to Extract RGB Values From Images
 The Hirist Painting Project Part 2 - Drawing The Dots
 Space Out Your Study Sessions and Stay Consistent
  • Day 19 - Intermediate - Instances, State and Higher Order Functions
 Day 19 Goals: What We Will Make By The End of The Day
 Python Higher Order Functions & Event Listeners
 Challenge: Make an Etch-A-Sketch App
 Object State and Instances
 Understanding The Turtle Coordinate System
 Aaaand, We're off to the Races!
 Expand on the Solutions
  • Day 20 - Intermediate - Build The Snake Game Part 1: Animation & Coordinates
 Day 20 Goals: What We Will Make By The End of The Day
 Screen Setup and Creating a Snake Body
 Animating The Snake Segments on Screen
 Create a Snake Class & Move Up to OOP
 How to Control The Snake with a Keypress
 Programming is not Memorising
  • Day 21 - Intermediate - Build The Snake Game Part 2: Inheritance & List Slicing
 Day 21 Goals: What We Will Make By The End of The Day
 Class Inheritance
 Detect Collisions with Food
 Create a ScoreBoard and Keep Score
 Detect Collisions with the Wall
 Detect Collisions with Your Own Tail
 How to Slice Lists & Tuples in Python
 Stay Motivated by Remembering The Reason you Signed Up
  • Day 22 - Intermediate - Build Pong: The Famous Arcade Game
 Day 22 Goals: What We Will Make By The End of The Day
 Set Up The Main Screen
 Create a Paddle That Responds to Key Presses
 Write The Paddle Class and Create The Second Paddle
 Write the Ball Class and Make the Ball Move
 Add the Ball Bouncing Logic
 How to Detect Collisions with the Paddle
 How to Detect When The Ball Goes Out of Bounds
 Score Keeping and Changing the Ball Speed
 Picturing Fears: Even The Worst-Case Scenario is Not So Scary
  • Day 23 - Intermediate - The Turtle Crossing Capstone Project
 Day 23 Goals: What We Will Make By The End of The Day
 How to Use The Starter Code
 Solution to Step 3 - Create The Player Behaviour
 Solution to Step 4 - Create The Car Behaviour
 Solution to Step 5 - Detect When The Turtle Collides with a Car *squish*
 Solution to Step 6 - Detect When The Player Has Reached The Other Side
 Solution to Step 7 - Add The ScoreBoard and Game Over Sequence
 This Course is not About Typing Out Code
  • Day 24 - Intermediate - Files, Directories and Paths
 Day 24 Goals: What You Will Make by The End of The Day
 Add a High Score to The Snake Game
 How to Open, Read, and Write to Files Using The "with" Keyword
 Challenge: Read and Write The High Score to a File in Snake
 Understand Relative and Absolute File Paths
 Introducing The Mail Merge Challenge
 Solution & Walkthrough for The Mail Merge Project
 What's The Correct Solution? What's The Best Answer? What's The Right Way?
  • Day 25 - Intermediate - Working with CSV Data and The Pandas Library
 Day 25 Goals: What We Will Make by The End of The Day
 Reading CSV Data in Python
 DataFrames & Series: Working with Rows & Columns
 The Great Squirrel Census Data Analysis (with Pandas!)
 U.S. States Game Part 1: Setup
 U.S. States Game Part 2: Challenge with .csv
 U.S. States Game Part 3: Saving Data to .csv
  • Day 26 - Intermediate - List Comprehension and The NATO Alphabet
 Day 26 Goals: What We Will Make by The End of The Day
 How to Create Lists Using List Comprehension
 [Interactive Coding Exercise] Squaring Numbers
 [Interactive Coding Exercise] Filtering Even Numbers
 [Interactive Coding Exercise] Data Overlap
 Apply List Comprehension to the U.S. States Game
 How to Use Dictionary Comprehension
 [Interactive Coding Exercise] Dictionary Comprehension 1
 [Interactive Coding Exercise] Dictionary Comprehension 2
 How to Iterate Over a Pandas DataFrame
 Introducing the NATO Alphabet Project
 Solution & Walkthrough for the NATO Alphabet Project
  • Day 27 - Intermediate - Tkinter, *args*, **kwargs and Creating GUI Programs
 Day 27 Goals: What We Will Make by The End of The Day
 History of GUI and Introduction to Tkinter
 Creating Windows and Labels with Tkinter
 Setting Default Values for Optional Arguments Inside a Function Header
 *args: Many Positional Arguments
 **kwargs: Many Keyword Arguments
 Buttons, Entry, and Setting Component Options
 Other Tkinter Widgets: Radiobuttons, Scales, Checkbuttons and more
 Tkinter Layout Managers: pack(), place(), grid()
 Mile to Kilometers Converter Project
  • Day 28 - Intermediate - Tkinter, Dynamic Typing and The Pomodoro GUI Application
 Day 28 Goals: What We Will Make by The End of The Day
 How to Work with The Canvas Widget and Add Images to Tkinter
 Challenge - Complete The Application's User Interface (UI)
 Add a Count Down Mechanism
 Dynamic Typing Explained
 Setting Different Timer Sessions and Values
 Adding Checkmarks and Resetting The Application
  • Day 29 - Intermediate - Building a Password Manager GUI App with Tkinter
 Day 29 Goals: What We Will Make by The End of The Day
 Challenge 1 - Working with Images and Setting Up The Canvas
 Challenge 2 - Use grid() and Columnspan to Complete The User Interface
 Solution to the Creating Grid Layout
 Challenge 3 - Saving Data to File
 Dialog Boxes and Pop-Ups in Tkinter
 Generate a Password & Copy it to the Clipboard
  • Day 30 - Intermediate - Errors, Exceptions and JSON Data: Improving the Password
 Day 30 Goals: What We Will Make by The End of The Day
 Catching Exceptions: The try catch Except finally Pattern
 Raising Your Own Exceptions
 [Interactive Coding Exercise] IndexError Handling
 [Interactive Coding Exercise] KeyError Handling
 Code Exercise: Exception Handling in the NATO Phonetic Alphabet Project
 Write, Read, and Update JSON Data in the Password Manager
 Challenge 1 - Handling Exceptions in the Password Manager
 Challenge 2 - Search for a Website in the Password Manager
  • Day 31 - Intermediate - Flash Card App Capstone Project
 Day 31 Goals: What We Will Make by The End of The Day
 Solution & Walkthrough for Creating the UI
 Solution & Walkthrough for Creating New Flash Cards
 Solution & Walkthrough for Creating New Flipping Cards
 Solution & Walkthrough for Saving Progress
  • Day 32 - Intermediate - Send Email (smtplib) & Manage Dates (datetime)
 Day 32 Goals: What We Will Make by The End of The Day
 How to Send Emails with Python Using SMTP
 Working with The DateTime Module
 Challenge 1 - Send Motivational Quotes on Mondays via Email
 Automated Birthday Wisher Project Challenge
 Solution & Walkthrough for the Automated Birthday Wisher
 Run Your Python Code in The Cloud!
  • Day 33 - Intermediate - API Endpoints & API Parameters - ISS Overhead Notifier
 Day 33 Goals: What We Will Make by The End of The Day
 What are Application Programming Interfaces (APIs)?
 API Endpoints and Making API Calls
 Working with Responses: HTTP Codes, Exceptions & JSON Data
 Challenge - Build a Kanye Quotes App Using The Kanye REST API
 Understand API parameters: Match Sunset Times with the Current Time
 ISS Overhead Notifier Project - Challenge & Solution
  • Day 34 - Intermediate - API Practice - Creating a GUI Quiz App
 Day 34 Goals: What We Will Make by The End of The Day
 Trivia Question API Challenge
 Solution & Walkthrough for Getting Trivia Questions
 Unescaping HTML Entities
 Class Based Tkinter UI
 Python Typing & Showing The Next Question in the GUI
 Python Typing: Type Hints and Arrows ->
 Check The Answer
 Give Feedback to the player, Keep Score and Fix the Bugs =)
  • Day 35 - Intermediate - Keys, Authentication & Environment Variables: Send SMS
 Day 35 Goals: What We Will Make by The End of The Day
 What is API Authentication and Why Do We Need to Authenticate Ourselves?
 Using API Keys to Authenticate and Get the Weather from OpenWeatherMap
 Challenge - Check If It Will Rain in the Next 12 Hours
 Sending SMS via the Twilio API
 Use Python Anywhere to Automate the Python Script
 Understanding Environment Variables and Hiding API Keys
  • Day 36 - Intermediate - Stock Trading News Alert Project
 Day 36 Goals: What We Will Make by The End of The Day
 Solution & Walkthrough for Step 1 - Check for Stock Price Movements
 Solution & Walkthrough for Step 2 - Get The News Articles
 Solution & Walkthrough for Step 3 - Send the SMS Messages
  • Day 37 - Intermediate - Habit Tracking Project - API Post Requests & Headers
 Day 37 Goals: What We Will Make by The End of The Day
 HTTP Post Requests
 Advanced Authentication Using an HTTP Header
 Challenge: Add a Pixel to the Habit Tracker Using a Post Request
 Autofilling Today's Date Using strftime
 How to Use HTTP Put and Delete Requests
  • Day 38 - Intermediate - Workout Tracking Using Google Sheets
 Day 38 Goals: What We Will Make by The End of The Day

Source Code

  • Day 39 - Intermediate - Capstone Part 1: Flight Deal Finder
 Day 39 Goals: What We Will Make by The End of The Day

Source Code

  • Day 40 - Intermediate - Capstone Part 2: Flight Club
 Day 40 Goals: What We Will Make by The End of The Day

Source Code

  • Day 41 - Web Foundation - Introduction to HTML
 Day 41 Goals: What We Will Make by The End of The Day
 How Does The Internet Actually Work?
 How Do Websites Actually Work?
 Introduction to HTML
 The Anatomy of an HTML Tag
 What We're Building - HTML Personal Site
 What is the HTML Boilerplate?
 How to Structure Text in HTML
 HTML Lists
 HTML Image Elements
 HTML Links and Anchor Tags
  • Day 42 - Web Foundation - Intermediate HTML
 Day 42 Goals: What We Will Make by The End of The Day
 HTML Tables
 Using HTML Tables for Layout
 HTML Tables Code Challenge
 HTML Tables Solution Walkthrough
 HTML Forms
 Forms in Practice - Create a Contact Me Form
 Publish Your Website!
  • Day 43 - Web Foundation - Introduction to CSS
 Day 43 Goals: What We Will Make by The End of The Day
 Introduction to CSS
 Inline CSS
 Internal CSS
 External CSS
 How to Debug CSS Code
 The Anatomy of CSS Syntax
 CSS Selectors
 Classes vs Ids
  • Day 44 - Web Foundation - Intermediate CSS
 Day 44 Goals: What We Will Make by The End of The Day
 What We'll Make - Stylised Personal Site
 What Are Favicons?
 HTML Divs
 The Box Model of Website Styling
 CSS Display Property
 CSS Static and Relative Positioning
 Absolute Positioning
 The Dark Art of Centering Elements with CSS
 Font Styling in Our Personal Site
 Adding Content to Our Website
 CSS Sizing
 CSS Font Property Challenge Solutions
 CSS Float and Clear
 Stylised Personal Site Solution Walkthrough
  • Day 45 - Intermediate - Web Scraping with Beautiful Soup
 Day 45 Goals: What We Will Make by The End of The Day
 Parsing HTML and Making Soup
 Finding and Selecting Particular Elements with Beautiful Soup
 Scraping a Live Website
 Is Web Scraping Legal?
 100 Movies That You Must Watch
  • Day 46 - Intermediate - Create a Spotify Playlist Using The Musical Time Machine
 Day 46 Goals: What We Will Make by The End of The Day

Source Code

  • Day 47 - Intermediate - Create an Automated Amazon Price Tracker
 Day 47 Goals: What We Will Make by The End of The Day

Source Code

  • Day 48 - Intermediate - Selenium Webdriver Browser and Game Playing Bot
 Day 48 Goals: What We Will Make by The End of The Day
 How to Install & Set Up Selenium
 How to Find and Select Elements on a Website with Selenium
 Challenge: Use Selenium to Scrape Website Data
 Challenge: Use Selenium in a Blank Project & Scrape a Different Piece of Data
 How to Automate Filling Out Forms and Clicking Buttons with Selenium
 The Cookie Clicker Project
  • Day 49 - Intermediate - Automating Job Applications on LinkedIn
 Day 49 Goals: What We Will Make by The End of The Day

Source Code

  • Day 50 - Intermediate - Auto Tinder Swiping Bot
 Day 50 Goals: What We Will Make by The End of The Day

Source Code

  • Day 51 - Intermediate - Internet Speed Twitter Complaint Bot
 Day 51 Goals: What We Will Make by The End of The Day

Source Code

  • Day 52 - Intermediate - Instagram Follower Bot
 Day 52 Goals: What We Will Make by The End of The Day

Source Code

  • Day 53 - Intermediate - Web Scraping Capstone - Data Entry Job
 Day 53 Goals: What We Will Make by The End of The Day

Source Code

  • Day 54 - Intermediate - Introduction to Web Development with Flask
 Understanding Backend Web Development with Python
 Create Your First Web Server with Flask
 Understand The Command Line on Windows and Mac
 __name__ and __main__: Special Attributes Built into Python
 Python Functions as First Class Objects: Passing & Nesting Functions
 Understanding Python Decorator Functions and the @Syntax
  • Day 55 - Intermediate - HTML & URL parsing in Flask and the Higher Lower Game
 Day 55 Goals: What We Will Make by The End of The Day
 Working Flask URL Paths and The Flask Debugger
 Rendering HTML Elements with Flask
 Challenge: Use Python Decorators to Style HTML Tags
 Advanced Decorators with "args and **kwargs
  • Day 56 - Intermediate - Rendering HTML/ Static Files and Using Website Templates
 Day 56 Goals: What We Will Make by The End of The Day
 Rendering HTML Files with Flask
 Serving Static Files Using Flask
 How to Use Website Templates to Speed Up Web Development
 Solution and Walkthrough for the Name Card Final Project
  • Day 57 - Intermediate - Templating with Jinja in Flask Applications
 Day 57 Goals: What We Will Make by The End of The Day
 Using Jinja to Produce Dynamic HTML Pages
 Challenge: Combining Jinja Templating with APIs
 Multiline Statements with Jinja
 URL Building with Flask
  • Day 58 - Intermediate - Web Foundation Bootstrap
 What is Bootstrap?
 Installing Bootstrap?
 Web Design 101 - Wireframing
 The Bootstrap Navigation Bar
 What We'll Make - Tindog
 Setting Up Our New Project
 The Bootstrap Grid Layout System
 Adding Grid Layouts to Our Website
 Bootstrap Containers
 Bootstrap Buttons and Font Awesome
 Solution to Bootstrap Challenge 1
 Styling Our Website Challenges and Solutions
 The Bootstrap Carousel Part 1
 The Bootstrap Carousel Part 2
 Bootstrap Card
 CSS Z-index and Stacking Order
 Advanced CSS - Media Query Breakpoints
 Solution to Bootstrap Challenge 2
 Code Refactoring
 Refactor Our Website Part 1
 Advanced CSS - Combining Selectors
 Refactor Our Website Part 2
 Advanced CSS - Selector Priority
 Completeing The Website
  • Day 59 - Advanced - Blog Capstone Project Part 2 - Adding Styling

Source Code

  • Day 60 - Advanced - Make Post Requests with Flask and HTML Forms

Source Code

  • Day 61 - Advanced - Building Advanced Forms with Flask-WTForms

Source Code

  • Day 62 - Advanced - Flask, WTForms, Bootstrap and CSV - Coffee & Wifi Project

Source Code

  • Day 63 - Advanced - Databases and with SQLite and SQLAlchemy

Source Code

  • Day 64 - Advanced - My Top 10 Movies Website

Source Code

  • Day 65 - Web Design School - How to Create a Website That People will Love
 Introduction to Web Design
 Understanding Color Theory
 Understanding Typography and How to Choose Fonts
 Manage Attention with Effective User Interfacee (UI) Design
 User Experience (UX) Design
 Web Design in Practice - Let's Apply What We've Learnt!
  • Day 66 - Advanced - Building Your Own API with RESTful Routing
 What is REST?
 HTTP PUT vs PATCH
  • Day 67 - Advanced - Blog Capstone project Part 3 - RESTful Routing
  • Day 68 - Advanced - Authentication with Flask
 What is Authentication?
 Encryption and Hashing
 How to Hack Passwords 101
 Salting Passwords
  • Day 69 - Advanced - Blog Capstone Project Part 4 - Adding Users

Source Code

  • Day 70 - Advanced - Deploying Your Web Application with Heroku
 Day 70 Goals - Learn to Deploy Your Website
 Version Control and Git
 What is Github?
  • Day 71 - Advanced - Data Exploration with Pandas: College Major v.s. Your Salary

Source Code

  • Day 72 - Advanced - Data Visualisation with Matplotlib: Programming Languages

Source Code

  • Day 73 - Advanced - Aggregate & Merge Data with Pandas: Analyse The LEGO Dataset

Source Code

  • Day 74 - Advanced - Google Trends Data: Resampling and Visualising Time Series

Source Code

  • Day 75 - Advanced - Beautiful Plotly Charts & Analysing The Android App Store

Source Code

  • Day 76 - Advanced - Computation with NumPy and N-Dimensional Arrays

Source Code

  • Day 77 - Advanced - Linear Regression and Data Visualisation with Seaborn

Source Code

  • Day 78 - Advanced - Analysing The Nobel Prize with Plotly, Matplotlib & Seaborn

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  • Day 79 - Advanced - The Tragic Discovery of handwashing: t-Tests & Distributions

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  • Day 80 - Advanced - Capstone Project - Predict House Prices

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  • Day 81 - Professional Portfolio Project - [Python Scripting]

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  • Day 82 - Professional Portfolio Project - [Python Web Development]
 Where Are The Videos and The Solution Code?

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  • Day 83 - Professional Portfolio Project - [Python Scripting]

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  • Day 84 - Professional Portfolio Project - [GUI]

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  • Day 85 - Professional Portfolio Project - [GUI]

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  • Day 86 - Professional Portfolio Project - [Game]

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  • Day 87 - Professional Portfolio Project - [Web Development]

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  • Day 88 - Professional Portfolio Project - [Web Development]

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  • Day 89 - Professional Portfolio Project - [GUI Desktop App]

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  • Day 90 - Professional Portfolio Project - [HTTP Requests & APIs]

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  • Day 91 - Professional Portfolio Project - [Image Processing & Data Science]

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  • Day 92 - Professional Portfolio Project - [Web Scraping]

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  • Day 93 - Professional Portfolio Project - [GUI Automation]

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  • Day 94 - Professional Portfolio Project - [Game]

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  • Day 95 - Professional Portfolio Project - [HTTP Requests & APIs]

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  • Day 96 - Professional Portfolio Project - [Web Development]

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  • Day 97 - Professional Portfolio Project - [Python Automation]

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  • Day 98 - Professional Portfolio Project - [Data Science]

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  • Day 98 - Professional Portfolio Project - [Data Science]

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  • Day 98 - Professional Portfolio Project - [Data Science]

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  • Bonus Section
 Recording of Our Live AMA (aka AAA - Ask Angela Anything)
 Study with Me