What you’ll learn
- Go from a total beginner to an advanced Python programmer
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Create 10 real-world Python programs (no Tic Tac Toe games)
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Solidify your skills with bonus practice activities throughout the course
- Create an app that translates English words
- Create a web mapping app
- Create a portfolio website
- Create a desktop app for storing information for books
- Create a webcam video app that detects objects
- Create a web scraper
- Create a data visualization app
- Create a database app
- Create a geocoding web app
- Create a website blocker
- Send automated emails
- Analyze and visualize data
- Use Python to schedule programs based on computer events.
- Learn OOP (Object Oriented Programming)
- Learn GUIs (Graphic
Course Curriculum
| 01 Getting Started | |||
| 001 Course Introduction | 00:00:00 | ||
| 002 Three Typical Python Programs | 00:00:00 | ||
| 003 Setting up Python on Windows | 00:00:00 | ||
| 004 Setting up Python on Mac | 00:00:00 | ||
| 005 Creating and Executing a Python Program on Windows | 00:00:00 | ||
| 006 Creating and Executing a Python Program on Mac | 00:00:00 | ||
| 007 Setting up Atom on Windows | 00:00:00 | ||
| 008 Setting up Atom on Mac | 00:00:00 | ||
| 009 Installation FAQs | 00:00:00 | ||
| 02 Variables Datatypes and Functions | |||
| 010 Section Introduction | 00:00:00 | ||
| 011 Variables | 00:00:00 | ||
| 012 Numbers | 00:00:00 | ||
| 013 Numbers and Operators | 00:00:00 | ||
| 014 Strings | 00:00:00 | ||
| 015 String Indexing and Splitting | 00:00:00 | ||
| 016 Lists | 00:00:00 | ||
| 017 Tuples | 00:00:00 | ||
| 018 Dictionaries | 00:00:00 | ||
| 03 Dealing with Programming Errors | |||
| 019 Syntax Errors | 00:00:00 | ||
| 020 Runtime Errors | 00:00:00 | ||
| 021 Fixing Difficult Errors | 00:00:00 | ||
| 022 The Structure of a Good Programming Question | 00:00:00 | ||
| 023 Exception Handling in Python | 00:00:00 | ||
| 04 Conditionals | |||
| 024 Section Introduction | 00:00:00 | ||
| 025 Functions – The basics | 00:00:00 | ||
| 026 Functions Without Parameters | 00:00:00 | ||
| 027 Functions – Advanced Features | 00:00:00 | ||
| 028 Functions and User Input | 00:00:00 | ||
| 029 About the Exercises | 00:00:00 | ||
| 030 Exercise Simple Function | 00:00:00 | ||
| 031 Solution Simple Function | 00:00:00 | ||
| 032 Exercise Calculate Length | 00:00:00 | ||
| 033 Solution Calculate Length | 00:00:00 | ||
| 034 Conditionals | 00:00:00 | ||
| 035 Conditionals – Advanced | 00:00:00 | ||
| 036 Exercise Functions and Conditionals 1 | 00:00:00 | ||
| 037 Solution Functions and Conditionals 1 | 00:00:00 | ||
| 038 Exercise Functions and Conditionals 2 | 00:00:00 | ||
| 039 Solution Functions and Conditionals 2 | 00:00:00 | ||
| 040 Exercise Functions and Conditionals 3 | 00:00:00 | ||
| 041 Solution Functions and Conditionals 3 | 00:00:00 | ||
| 05 Loops and User Input | |||
| 042 Loops | 00:00:00 | ||
| 043 The For Loop | 00:00:00 | ||
| 044 Exercise Simple For Loop | 00:00:00 | ||
| 045 Solution Simple For Loop | 00:00:00 | ||
| 046 Exercise For Loop with Conditional Block | 00:00:00 | ||
| 047 Solution For Loop with Conditional Block | 00:00:00 | ||
| 048 User Input | 00:00:00 | ||
| 049 The While Loop | 00:00:00 | ||
| 050 For Loop with Multiple Lists | 00:00:00 | ||
| 051 Exercise Functions Conditionals and Loops | 00:00:00 | ||
| 052 Solution Functions Conditionals and Loops | 00:00:00 | ||
| 06 File Handling | |||
| 053 Introduction to File Handling | 00:00:00 | ||
| 054 Opening and Reading a File | 00:00:00 | ||
| 055 Exercise Reading Files | 00:00:00 | ||
| 056 Solution Reading Files | 00:00:00 | ||
| 057 Exercise Calculating File Content Length | 00:00:00 | ||
| 058 Solution Calculating File Content Length | 00:00:00 | ||
| 059 Opening and Writing Text to a Text File | 00:00:00 | ||
| 060 Exercise Writing Multiple Lines in a Text File | 00:00:00 | ||
| 061 Tip Writing Multiple Lines in a Text File | 00:00:00 | ||
| 062 Solution Writing Multiple Lines in a Text File | 00:00:00 | ||
| 063 Appending to a Text File | 00:00:00 | ||
| 064 The Rest of File Handling Methods | 00:00:00 | ||
| 065 The With Statement | 00:00:00 | ||
| 066 Exercise File Handling Loops Functions and Conditionals | 00:00:00 | ||
| 067 Solution File Handling Loops Functions and Conditionals | 00:00:00 | ||
| 07 More Functionalities | |||
| 068 Introduction | 00:00:00 | ||
| 069 Modules Libraries and Packages | 00:00:00 | ||
| 070 Commenting and Documenting your Code | 00:00:00 | ||
| 071 Working with Dates and Times | 00:00:00 | ||
| 072 Exercise Merging Text Files | 00:00:00 | ||
| 073 Tips Merging Text Files | 00:00:00 | ||
| 074 Solution Merging Text Files | 00:00:00 | ||
| 08 Application 1 Building an Interactive Dictionary | |||
| 075 Demonstration of the Interactive Dictionary | 00:00:00 | ||
| 076 The Data Source | 00:00:00 | ||
| 077 Loading the JSON Data into a Python Dictionary | 00:00:00 | ||
| 078 Returning the Definition for a Word | 00:00:00 | ||
| 079 Counting for Non-existing Words | 00:00:00 | ||
| 080 Making the Program Letter Case Insensitive | 00:00:00 | ||
| 081 Calculating Similarity Ratio Between Two Words | 00:00:00 | ||
| 082 Finding the Best Match of a Word out of a List of Words | 00:00:00 | ||
| 083 Making the Program Suggest a Similar Word | 00:00:00 | ||
| 084 Prompting the User to Confirm Similarity Check | 00:00:00 | ||
| 085 Optimizing the Final Output | 00:00:00 | ||
| 086 Exercise Fixing a program bug | 00:00:00 | ||
| 087 Solution Program Bug Fixed | 00:00:00 | ||
| 088 Exercise Fixing bug 2 | 00:00:00 | ||
| 089 Solution Fixing Bug 2 | 00:00:00 | ||
| 09 Data Analysis with Pandas | |||
| 090 What is Pandas | 00:00:00 | ||
| 091 Note on IPython | 00:00:00 | ||
| 092 Getting Started with Pandas | 00:00:00 | ||
| 093 Getting Started with Jupyter Notebooks-subtitle-en | 00:00:00 | ||
| 094 Note on Loading Excel Files | 00:00:00 | ||
| 095 Loading Data in Python from CSV Excel TXT and JSON Files | 00:00:00 | ||
| 096 Indexing and Slicing Dataframes | 00:00:00 | ||
| 097 Dropping Dataframe Columns and Rows | 00:00:00 | ||
| 098 Updating and Adding new Columns and Rows | 00:00:00 | ||
| 099 Example Geocoding Addresses with Pandas and Geopy | 00:00:00 | ||
| 10 Numpy | |||
| 100 What is Numpy | 00:00:00 | ||
| 101 Installing the OpenCV Library | 00:00:00 | ||
| 102 Images to Numpy and Vice-versa | 00:00:00 | ||
| 103 Indexing Slicing and Iterating | 00:00:00 | ||
| 104 Stacking and Splitting | 00:00:00 | ||
| 11 Application 2 Creating Webmaps with Python and Folium | |||
| 105 Demonstration of the Web Mapping Application | 00:00:00 | ||
| 106 Creating the Open Street Map (OSM) Basemap | 00:00:00 | ||
| 107 Adding a Point Marker Feature to the Map | 00:00:00 | ||
| 108 Adding Multiple Markers to the Map | 00:00:00 | ||
| 109 Adding Markers from Data Files | 00:00:00 | ||
| 110 Creating Popup Windows for Map Features | 00:00:00 | ||
| 111 Color-Based Point Markers | 00:00:00 | ||
| 112 Exercise Adding and Styling Circle Markers | 00:00:00 | ||
| 113 Tip Adding and Styling Circle Markers | 00:00:00 | ||
| 114 Solution Adding and Styling Circle Markers | 00:00:00 | ||
| 115 Using GeoJson Data | 00:00:00 | ||
| 116 Adding a GeoJson Polygon Layer | 00:00:00 | ||
| 117 Color-Based Polygon Features | 00:00:00 | ||
| 118 Adding a Layer Control Panel | 00:00:00 | ||
| 12 Application 3 Building a Website Blocker | |||
| 119 Demonstration of the Website Blocker Application | 00:00:00 | ||
| 120 Application Architecture | 00:00:00 | ||
| 121 Setting up the Script | 00:00:00 | ||
| 122 Setting up the Infinite Loop | 00:00:00 | ||
| 123 Implementing the First Part | 00:00:00 | ||
| 124 Implementing the Second Part | 00:00:00 | ||
| 125 Scheduling the Python Program on Windows | 00:00:00 | ||
| 126 Scheduling the Python Program on Mac and Linux | 00:00:00 | ||
| 13 Application 4 Building a Website with Python and Flask | |||
| 127 Demonstration of the Website | 00:00:00 | ||
| 128 Building your First Website | 00:00:00 | ||
| 129 about | 00:00:00 | ||
| 129 Returning HTML Templates | 00:00:00 | ||
| 130 Adding a Navigation Menu | 00:00:00 | ||
| 131 Note on Browser Caching | 00:00:00 | ||
| 132 Adding CSS Styling | 00:00:00 | ||
| 133 Creating a Python Virtual Environment | 00:00:00 | ||
| 134 How to Install Git | 00:00:00 | ||
| 135 Deploying the Website to a Live Server | 00:00:00 | ||
| 136 Maintaining the Website | 00:00:00 | ||
| 14 Building Graphical User Interfaces with Tkinter | |||
| 137 Introduction to Tkinter | 00:00:00 | ||
| 138 Setting up a GUI with Widgets | 00:00:00 | ||
| 139 Connecting GUI Widgets with Callback Functions | 00:00:00 | ||
| 140 Exercise Creating a Multi-widget GUI | 00:00:00 | ||
| 141 Solution Creating a Multi-widget GUI | 00:00:00 | ||
| 15 Python for Interacting with SQLite and PostgreSQL Databases | |||
| 142 Introduction to Working with Databases | 00:00:00 | ||
| 143 Connecting and Inserting Data to SQLite via Python | 00:00:00 | ||
| 144 Selecting Inserting Deleting and Updating SQLite Records | 00:00:00 | ||
| 145 Introduction to PostgreSQL Psycopg2 | 00:00:00 | ||
| 146 Selecting Inserting Deleting and Updating PostgreSQL Records | 00:00:00 | ||
| 16 Application 5 Building a Desktop Database Application | |||
| 147 Demonstration of the Database Application | 00:00:00 | ||
| 148 User Interface Design | 00:00:00 | ||
| 149 Building the Front-end Interface | 00:00:00 | ||
| 150 Building the Back-end | 00:00:00 | ||
| 151 Connecting the Front-end to the Back-end Part 1 | 00:00:00 | ||
| 152 Connecting the Front-end to the Back-end Part 2 | 00:00:00 | ||
| 153 Exercise Fixing the Bug | 00:00:00 | ||
| 154 Solution Fixing the Bug | 00:00:00 | ||
| 155 Creating a Standalone Executable Version of the Program | 00:00:00 | ||
| 17 Object Oriented Programming | |||
| 156 Object Oriented Programming Explained | 00:00:00 | ||
| 157 Turning this Application into OOP Style Part 1 | 00:00:00 | ||
| 158 Turning this Application into OOP Style Part 2 | 00:00:00 | ||
| 159 Creating a Bank Account Object | 00:00:00 | ||
| 160 Inheritance | 00:00:00 | ||
| 161 OOP Glossary | 00:00:00 | ||
| 162 Exercise GUI OOP Design | 00:00:00 | ||
| 163 Solution GUI OOP Design | 00:00:00 | ||
| 18 Python for Image and Video Processing with OpenCV | |||
| 164 Introduction | 00:00:00 | ||
| 165 Installing the Library | 00:00:00 | ||
| 166 Loading Displaying Resizing and Writing Images with Python | 00:00:00 | ||
| 167 Exercise Batch Image Resizing | 00:00:00 | ||
| 168 Solution Batch Image Resizing | 00:00:00 | ||
| 169 Solution with Explanations Batch Image Resizing | 00:00:00 | ||
| 170 Face Detection | 00:00:00 | ||
| 171 Capturing Video | 00:00:00 | ||
| 19 Application 6 Building a Webcam Motion Detector | |||
| 172 Demonstration of the Motion Detector Application | 00:00:00 | ||
| 173 Detecting Objects from the Webcam | 00:00:00 | ||
| 174 Recording Motion Time | 00:00:00 | ||
| 20 Python for Interactive Data Visualization on the Browser | |||
| 175 Introduction to Bokeh | 00:00:00 | ||
| 176 Note on bokeh_charts | 00:00:00 | ||
| 177 The Bokeh Charts Interface | 00:00:00 | ||
| 178 The Bokeh Plotting Interface | 00:00:00 | ||
| 179 Customizing Plot Styles | 00:00:00 | ||
| 180 Note on Loading Excel Files | 00:00:00 | ||
| 181 Exercise Plotting from Pandas Dataframes | 00:00:00 | ||
| 182 Solution Plotting from Pandas Dataframes | 00:00:00 | ||
| 183 Understanding the Structure behind the Graphs | 00:00:00 | ||
| 184 Time-series Plots | 00:00:00 | ||
| 185 More Visualization Examples with Bokeh | 00:00:00 | ||
| 186 Plotting Time Intervals of the Motion Detector | 00:00:00 | ||
| 187 Hover Tool Implementation | 00:00:00 | ||
| 21 Webscraping | |||
| 188 Section Introduction | 00:00:00 | ||
| 189 The Concept Behind Webscraping | 00:00:00 | ||
| 190 Scraping a webpage with Requests and Beautiful Soup | 00:00:00 | ||
| 22 Application 7 Scraping Real Estate Property Data from the Web | |||
| 191 Demonstration of the Webscraping Application | 00:00:00 | ||
| 192 Understanding the Problem and Loading the Webpage in Python | 00:00:00 | ||
| 193 Extracting Divisions of All Properties | 00:00:00 | ||
| 194 Extracting Addresses and Property Details | 00:00:00 | ||
| 195 Extracting Elements with no Unique Identifiers | 00:00:00 | ||
| 196 Saving the Extracted Data in CSV Files | 00:00:00 | ||
| 197 Crawling Through Webpages | 00:00:00 | ||
| 23 Application 8 Building a Web-based Financial Graph | |||
| 198 Demonstration of the Financial Analysis Application | 00:00:00 | ||
| 199 Downloading Various Datasets with Python | 00:00:00 | ||
| 200 Understanding Stock Market Data | 00:00:00 | ||
| 201 Understanding Stock Market Data Candlestick Charts | 00:00:00 | ||
| 202 Building Chart Candlesticks with Bokeh Quadrants | 00:00:00 | ||
| 203 Building Chart Candlesticks with Bokeh Rectangles | 00:00:00 | ||
| 204 Building Candlestick Segments | 00:00:00 | ||
| 205 Stylizing the Chart | 00:00:00 | ||
| 206 The Concept Behind Embedding Bokeh Charts in a Flask Webpage | 00:00:00 | ||
| 207 Embedding the Bokeh Chart in a Webpage | 00:00:00 | ||
| 208 Deploying the Chart Website to a Live Server | 00:00:00 | ||
| 24 Application 9 Building a Data Collector Web App with PostGreSQL and Flask | |||
| 209 Demonstration of the Web Application | 00:00:00 | ||
| 210 Steps for Building a PostGreSQL Database-enabled Web App with Flask | 00:00:00 | ||
| 211 Building the Front End HTML Part | 00:00:00 | ||
| 212 Building the Front End CSS Part | 00:00:00 | ||
| 213 Building the Back End Getting User Input | 00:00:00 | ||
| 214 Building the Back End Creating the PostGreSQL Database Model | 00:00:00 | ||
| 215 Building the Back End Storing User Data to the Database | 00:00:00 | ||
| 216 Building the Back End Emailing Database Values Back to the User | 00:00:00 | ||
| 217 Building the Back End Sending Statistics to Users | 00:00:00 | ||
| 218 Deploying the Web Application to a Live Server | 00:00:00 | ||
| 219 Bonus Lecture User Downloads and Uploads | 00:00:00 | ||
| 25 Application 10 Student Project on Building a Geocoder Web Service | |||
| 220 Demonstration of the Geocoding Web Service Application and Project Requirements | 00:00:00 | ||
| 221 Solution Part 1 | 00:00:00 | ||
| 222 Solution Part 2 | 00:00:00 | ||
| 223 End of the Course | 00:00:00 | ||
| 224 Bonus Lecture | 00:00:00 | ||
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