100 Days of Code: The Complete Python Pro Bootcamp

18 Topics

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

FAQ: Can I Use PyCharm/VSCode/ Another Local Code Editor?

Printing to the Console in Python

Join our Class on Auditorium

[Interactive Coding Exercise] Printing

String Manipulation and Code Intelligence

[Interactive Coding Exercise] Debugging Practice

The Python Input Function

[Interactive Coding Exercise] Input Function

Python Variables

[Interactive Coding Exercise] Variables

Variable Naming

Variable Naming Quiz

Day 1 Project: Band Name Generator

Congratulations! Well done!

12 Topics

Day 2 Goals: what we will make by the end of the day

Python Primitive Data Types

Data Types Quiz

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

Mathematical Operations Quiz

Day 2 Project: Tip Calculator

You are already in the top 50%

13 Topics

Day 3 Goals: what we will make by the end of the day

Get Access to the Monthly App Brewery Newsletter

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!

10 Topics

Day 4 Goals: what we will make by the end of the day

Random Module

[Interactive Coding Exercise] Heads or Tails

Understanding the Offset and Appending Items to Lists

[Interactive Coding Exercise] Banker Roulette - Who will pay the bill?

IndexErrors and Working with Nested Lists

List and IndexError Quiz

[Interactive Coding Exercise] Treasure Map

Day 4 Project: Rock Paper Scissors

Programming is like going to the Gym

9 Topics

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

10 Topics

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

Code Indentation Quiz

While Loops

Hurdles 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?

13 Topics

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 Guesses

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 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

10 Topics

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

9 Topics

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

Python Dictionaries Quiz

The Secret Auction Program Instructions and Flow Chart

Solution and Complete Code for the Secret Auction Program

Motivation and the Accountability Trick

11 Topics

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

Functions Quiz

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

8 Topics

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

8 Topics

Namespaces: Local vs. Global Scope

Does Python Have Block Scope?

How to Modify a Global Variable

Python Constants and Global Scope

Scope Quiz

Introducing the Final Project: The Number Guessing Game

Solution & Walkthrough to the Number Guessing Game

Don't be too hard on yourself

11 Topics

Describe the Problem

Reproduce the Bug

Play Computer and Evaluate Each Line

Fixing Errors and Watching for 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

3 Topics

Introduction & Program Requirements for the Higher Lower Game

Solution & Walkthrough of the Higher Lower Game

Study Tip: Set Reminders in Your Calendar to Review

8 Topics

Installing Python Locally on Your Computer

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 Project

Solution & Walkthrough for the Coffee Machine Code

Location Location Location - Pavlov's Coding Corner

9 Topics

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

Python Objects Quiz

Building the Coffee Machine in OOP

Walkthrough and Solution for the OOP Coffee Machine

Don't forget to review occasionally

11 Topics

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!

12 Topics

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 Hirst Painting Project Part 1 - How to Extract RGB Values from Images

The Hirst Painting Project Part 2 - Drawing the Dots

Space out your study sessions and stay consistent

8 Topics

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

Turtle Coordinate System Quiz

Aaaand we're off to the races!

Expand on the Solutions

6 Topics

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 to OOP

How to Control the Snake with a Keypress

Programming is not Memorising

9 Topics

Day 21 Goals: what we will make by the end of the day

Class Inheritance

Inheritance Quiz

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

10 Topics

Day 22 Goals: what you 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

11 Topics

Day 23 Goals: what you will make by the end of the day

Choose Your Difficulty

How to use the Starter Code

Step 1 - Check out how the game play works

Step 2 - Break down the Problem

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

9 Topics

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

File Paths Quiz

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?

7 Topics

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

12 Topics

Day 26 Goals: what you 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

12 Topics

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

Default Values Quiz

*args: Many Positional Arguments

**kwargs: Many Keyword Arguments

Optional Arguments *args and **kwargs Quiz

Buttons Entry and Setting Component Options

Other Tkinter Widgets: Radiobuttons Scales Checkbuttons and more

Tkinter Layout Managers: pack() place() and grid()

Mile to Kilometers Converter Project

7 Topics

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

7 Topics

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 the Grid Layout

Challenge 3 - Saving Data to File

Dialog Boxes and Pop-Ups in Tkinter

Generate a Password & Copy it to the Clipboard

9 Topics

Day 30 Goals: what you 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

9 Topics

Day 31 Goals: what you will make by the end of the day

Step 1 - Create the User Interface (UI) with Tkinter

Solution & Walkthrough for Creating the UI

Step 2 - Create New Flash Cards

Solution & Walkthrough for Creating New Flash Cards

Step 3 - Flip the Cards!

Solution & Walkthrough for Flipping Cards

Step 4 - Save Your Progress

Solution & Walkthrough for Saving Progress

8 Topics

Day 32 Goals: what we will make by the end of the day

A Note About the Next Lesson: Google SMTP Port

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!

7 Topics

Day 33 Goals: what you 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

9 Topics

Day 34 Goals: what you 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 =)

7 Topics

Day 35 Goals: what you 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 PythonAnywhere to Automate the Python Script

Understanding Environment Variables and Hiding API Keys

5 Topics

Day 36 Goals: what you will make by the end of the day

Choose Your Destiny!

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

6 Topics

Day 37 Goals: what you 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

7 Topics

Day 38 Goals: what you will make by the end of the day

Step 1 - Setup API Credentials and Google Spreadsheet

Step 2 - Get Exercise Stats with Natural Language Queries

Step 3 - Setup Your Google Sheet with Sheety

Step 4 - Saving Data into Google Sheets

Step 5 - Authenticate Your Sheety API

Step 6 - Environment Variables in Repl.it

6 Topics

Day 39 Goals: what you will make by the end of the day

Step 1 - Choose Your Path and Download the Starting Project

Step 2 - Use Sheety to Read and Write Data to the Google Sheet

Step 3 - Get the IATA Codes using the Kiwi Partners API

Step 4 - Search for Cheap Flights

Step 5 - If Flight Price Lower than in Google Sheet send an SMS

6 Topics

Day 40 Goals: what you will make by the end of the day

Step 1 - Create the Customer Acquisition Code

Step 2 - Download the Starting Project

Step 3 - Exception Handling for Destinations without Flights

Step 4 - Destinations without Direct Flights

Step 5 - Email all our customers

8 Topics

How Does the Internet Actually Work?

How Do Websites Actually Work?

Download the Required Software

What is HTML?

HTML Heading Elements

HTML Paragraph Elements

Self Closing Tags

Day 41 Project - Movie Ranking

6 Topics

HTML Boilerplate

The List Element

Nesting and Indentation

Anchor Elements

Image Elements

Day 42 Project - Birthday Invite Website

5 Topics

Why do we need CSS?

How to add CSS

CSS Quiz

CSS Selectors

Day 43 Project - Colour Vocab Website

5 Topics

CSS Colours

Font Properties

Inspecting CSS

The CSS Box Model - Margin Padding and Border

Day 44 Project - Motivational Poster Website

7 Topics

Day 45 Goals: what you will make by the end of the day

Parsing HTML and Making Soup

Finding and Selecting Particular Elements with BeautifulSoup

Beautiful Soup Exercises

Scraping a Live Website

Is Web Scraping Legal?

100 Movies that You Must Watch

5 Topics

Day 46 Goals: what you will make by the end of the day

Step 1 - Scraping the Billboard Hot 100

Step 2 - Authentication with Spotify

Step 3 - Search Spotify for the Songs from Step 1

Step 4 - Creating and Adding to Spotify Playlist

3 Topics

Day 47 Goals: what you will make by the end of the day

Step 1 - Use BeautifulSoup to Scrape the Product Price

Step 2 - Email Alert When Price Below Preset Value

8 Topics

Day 48 Goals: what you 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

Challenge: Create an Automated Game Playing Bot

5 Topics

Day 49 Goals: what you will make by the end of the day

Step 1 - Setup Your LinkedIn Account

Step 2 - Automatically Login

Step 3 - Apply for a Job

Step 4 - Apply for all the jobs

6 Topics

Day 50 Goals: what you will make by the end of the day

Step 1 - Setup your account on Tinder

Step 2 - Navigate to Login Page

Step 3 - Login with Facebook

Step 4 - Dismiss all requests

Step 5 - Hit Like!

5 Topics

Day 51 Goals: what you will make by the end of the day

Step 1 - Setup Your Twitter Account

Step 2 - Create a Class

Step 3 - Get Internet Speeds

Step 4 - Building a Twitter Bot to Tweet at your Internet Provider

6 Topics

Day 52 Goals: what you will make by the end of the day

Step 1 - Get Your Instagram Credentials

Step 2 - Create a Class

Step 3 - Login to Instagram

Step 4 - Find the followers of the target account

Step 5 - Follow all the followers

3 Topics

Day 53 Goals: what you will make by the end of the day

Web Scraping and Data Entry Capstone Project Requirements

Hints & Solution

7 Topics

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

[Interactive Coding Exercise] Create your own Python Decorator

7 Topics

Day 55 Goals: what you 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

[Interactive Coding Exercise] Advanced Decorators

Final Project - Higher or Lower URLs

6 Topics

Day 56 Goals: what you 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

Final Project - Name Card Website Template

Solution and Walkthrough for the Name Card Final Project

6 Topics

Day 57 Goals: what you 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

Blog Capstone Project Part 1 - Templating

5 Topics

Day 58 Goals: What You'll Learn By the End of Today

What is Bootstrap?

Bootstrap Layout

Bootstrap Components

Day 58 Project - A Startup Website for TinDog

8 Topics

Day 59 Goals: What you'll make by the end of today

Step 1 - Download the starting project

Step 2 - Get the home page to work

Step 3 - Fix the header and footer

Step 4 - Using Jinja Include for Render Templates

Step 5 - Make the About and Contact Pages Work

Step 6 - Fetch and render the blog posts from an API

Step 7 - Rendering Individual Posts

6 Topics

Day 60 goals - Make the Contact Form Work

HTML Forms Revision - Creating a Form from Scratch

Handle POST Requests with Flask Servers

POST Requests in Flask Solution

Getting the Contact Form to Work

Sending Email with smtplib

9 Topics

Day 61 Goals: Building Advanced Forms

Installing Flask-WTF

Creating Forms with Flask-WTF

Code Improvements for Our WTForms

Adding Validation to Forms with Flask-WTF

Receiving Form Data with WTForms

Inheriting Templates Using Jinja2

Using Bootstrap-Flask as an Inherited Template

Bootstrap-Flask Supports WTForms

3 Topics

Download the Starting Project

Look at the Desired Final Product

Check Off Each Requirement

8 Topics

Day 63 Goals: Creating a Virtual Bookshelf

Download the Starting Project

Make the Website Work

What Happens When You Refresh the Server?

SQLite Databases

SQLAlchemy

CRUD Operations with SQLAlchemy

Build a SQLite Database into the Flask Website

7 Topics

Day 64 Goals: What We'll Build

Download the Starting Project

Requirement 1 - Be Able to View Movie List Items

Requirement 2 - Be Able to Edit a Movie's Rating and Review

Requirement 3 - Be Able to Delete Movies from the Database

Requirement 4 - Be Able to Add New Movies Via the Add Page

Requirement 5 - Be Able to Sort and Rank the Movies By Rating

6 Topics

Introduction to Web Design

Understanding Color Theory

Understanding Typography and How to Choose Fonts

Manage ATTENTION with effective User Interface (UI) Design

User Experience (UX) Design

Web Design in Practice - Let's apply what we've learnt!

12 Topics

Day 66 Goals: Build Your Own REST API Service

What is REST?

Download the Starting Project

HTTP GET - a Random Cafe

HTTP GET - All the Cafes

HTTP GET - Find a Cafe

Postman - The all in one API Testing Tool

HTTP POST - A New Cafe

HTTP PUT vs. PATCH

HTTP PATCH - A Cafe's Coffee Price

HTTP DELETE - A Cafe that's Closed

Build Documentation for Your API

6 Topics

Day 67 Goals: Building a RESTful Blog with Editing!

Download the Starting Project

Requirement 1 - Be Able to GET Blog Post Items

Requirement 2 - Be Able to POST a New Blog Post

Requirement 3 - Be Able to Edit Existing Blog Posts

Requirement 4- Be Able DELETE Blog Posts

12 Topics

Day 68 Goals - Login and Registering Users with Authentication

What is Authentication?

Download the Starting Project

Register New Users

Downloading Files

Encryption and Hashing

How to Hack Passwords 101

Salting Passwords

Hashing and Salting Passwords using Werkzeug

Authenticating Users with Flask-Login

Flask Flash Messages

Passing Authentication Status to Templates

7 Topics

Day 69 Goals - Adding Users to Our Blog Project

Download the Starting Project

Requirement 1 - Register New Users

Requirement 2 - Login Registered Users

Requirement 3 - Protect Routes

Creating Relational Databases

Requirement 4 - Allow Any User to Add Comments to BlogPosts

10 Topics

The Terminal - use either VS Code or PyCharm

Install Git Bash on Windows

Introduction to Version Control and Git

Version Control using Git and the Command Line

Github and Remote Repositories

Gitignore

Cloning

Branching and Merging

Optional Git Challenge

Forking and Pull Requests

8 Topics

Day 71 Goals - Learn to Deploy Your Website

Add a .gitignore file (or download the starting files)

Use git to add version control to your project

Use environment variables to store sensitive information

Setup a WSGI server with gunicorn

Push to your remote on Github

Sign up to a hosting provider and create your web service

Upgrade SQLite Database to PostgreSQL

10 Topics

Day 72 Goals: what you will make by the end of the day

Getting Set Up for Data Science

Upload the Data and Read the .csv File

Preliminary Data Exploration and Data Cleaning with Pandas

Accessing Columns and Individual Cells in a Dataframe

Solution: Highest and Lowest Earning Degrees

Sorting Values & Adding Columns: Majors with the Most Potential vs Lowest Risk

Solution: Degrees with the Highest Potential

Grouping and Pivoting Data with Pandas

Learning Points & Summary

11 Topics

Day 73 Goals: what you will make by the end of the day

Download and Open the Starter Notebook

Solution: Preliminary Data Exploration

Solution: Analysis by Programming Language

Data Cleaning: Working with Time Stamps

Data Manipulation: Pivoting DataFrames

Data Visualisation with Matplotlib

Multi-Line Charts with Matplotib

Smoothing out Time-Series Data

Programming Language Data Analysis

Learning Points & Summary

11 Topics

Day 74 Goals: what you will make by the end of the day

Use HTML Markdown to Make Your Notebook Look Pretty

Solution: Exploring the LEGO Brick Colours

Find the Oldest and Largest LEGO Sets

Visualise the Number of Sets Published over Time

How to use the Pandas .agg() function

Superimposing Line Charts with Separate Axes

Scatter Plots: Average Number of Parts per LEGO Set

Relational Database Schemas: Primary and Foreign Keys

How to Merge DataFrames and Create Bar Charts

Learning Points & Summary

9 Topics

Day 75 Goals: what you will make by the end of the day

Data Exploration - Making Sense of Google Search Data

Data Cleaning - Resampling Time Series Data

Data Visualisation - Tesla Line Charts in Matplotlib

Using Locators and DateFormatters to generate Tick Marks on a Time Line

Data Visualisation - Bitcoin: Line Style and Markers

Data Visualisation - Unemployment: How to use Grids

Data Visualisation - Unemployment: The Effect of New Data

Learning Points & Summary

9 Topics

Day 76 Goals: what you will make by the end of the day

Data Cleaning: Removing NaN Values and Duplicates

Preliminary Exploration: The Highest Ratings Most Reviews and Largest Size

Data Visualisation with Plotly: Create Pie and Donut Charts

Numeric Type Conversions for the Installations & Price Data

Plotly Bar Charts & Scatter Plots: The Most Competitive & Popular App Categories

Extracting Nested Column Data using .stack()

Grouped Bar Charts and Box Plots with Plotly

Learning Points & Summary

6 Topics

Day 77 Goals: what you will make by the end of the day

NumPy's ndarray - Incredible Power at Your Fingertips!

Generating and Manipulating ndarrays

Broadcasting Scalars and Matrix Multiplication

Manipulating Images as ndarrays

Learning Points & Summary

9 Topics

Day 78 Goals: what you will make by the end of the day

Explore and Clean the Data

Investigate the Films that had Zero Revenue

Filter on Multiple Conditions: International Films

Seaborn Data Visualisation: Bubble Charts

Floor Division: A Trick to Convert Years to Decades

Plotting Linear Regressions with Seaborn

Use scikit-learn to Run Your Own Regression

Learning Points & Summary

8 Topics

Day 79 Goals: what you will make by the end of the day

Update Packages in Google Colab & Explore and Clean the Dataset

plotly Bar & Donut Charts: Analyse Prize Categories & Women Winning Prizes

Using Matplotlib to Visualise Trends over Time

A Choropleth Map and the Countries with the Most Prizes

Create Sunburst Charts for a Detailed Regional Breakdown of Research Locations

Unearthing Patterns in the Laureate Age at the Time of the Award

Learning Points & Summary

6 Topics

Day 80 Goals: what you will make by the end of the day

Preliminary Data Exploration and Visualising Births & Deaths at Vienna Hospital

Analysing the Yearly Data Split By Clinic

The Effect of Handwashing

Visualising Distributions and Testing for Statistical Significance

Learning Points & Summary

2 Topics

Day 81 Goals: what you will make by the end of the day

Solution & Learning Points

2 Topics

The Road to Becoming a Professional Developer

Text to Morse Code Converter

2 Topics

Where are the Videos and the Solution Code?

Portfolio Website

1 Topic

Tic Tac Toe

1 Topic

Image Watermarking Desktop App

1 Topic

Typing Speed Test

1 Topic

Breakout Game

1 Topic

Cafe and Wifi Website

1 Topic

Todo List

1 Topic

Disappearing Text Writing App

1 Topic

Convert PDF to Audiobook

1 Topic

Image Colour Palette Generator

1 Topic

Custom Web Scraper

1 Topic

Automate the Google Dinosaur Game

1 Topic

Space Invaders

1 Topic

Custom API Based Website

1 Topic

An Online Shop

1 Topic

Custom Automation

1 Topic

Analyse and Visualise the Space Race

1 Topic

Analyse Deaths involving Police in the United States

3 Topics

Recording of our Live AMA (aka AAA - Ask Angela Anything)

Study With Me

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100 Days of Code: The Complete Python Pro Bootcamp by Udemy

Course Highlights

Skills you will learn!

Curriculum

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

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 - Introduction to HTML

Day 43 - Web Foundation - Introduction to CSS

Day 44 - Web Foundation - Intermediate CSS

Day 45 - Intermediate + Web Scrapping 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 Scrapping Capstone - Data Entry Job Automation

Day 54 - Intermediate + Introduction to Web Development with Flask

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 SQLAIchemy

Day 64 - Advanced - My To 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 - Git Github and Version Control

Day 71 - Advanced - Deploying Your Web Application

Day 72 - Advanced - Data Exploration with Pandas: College Major v.s. Your Salary

Day 73 - Advanced - Data Visualisation with Matplotlib: Programming Languages

Day 74 - Advanced - Aggregate & Merge Data with Pandas: Analyse the LEGO Dataset

Day 75 - Advanced - Google Trends Data: Resampling and Visualising Time Series

Day 76 - Advanced - Beautiful Plotly Charts & Analysing the Android App Store