A complete practical Python course for both beginners & intermediates! Master Python 3 by making 10 amazing Python apps.
What you’ll learn:
- Go from a total beginner to a confident Python programmer
- Create 10 real-world Python programs (no toy programs)
- Strengthen your skills with bonus practice activities throughout the course
- Create an English Thesaurus app that returns definitions of English words
- Create a personal website entirely in Python
- Create a mobile app that improves your mood
- Create a portfolio website and publish it on a real server
- Create a desktop app for storing data for books
- Create a webcam app that detects moving objects
- Create a web scraper that extracts real-estate data
- Create a data visualization app
- Create a database app
- Create a geocoding web app
- Send automated emails
- Analyze and visualize data
- Use Python to schedule programs based on computer events.
- Learn OOP (Object-Oriented Programming)
- Learn GUIs (Graphical-User Interfaces)
Course Features
- Lectures 125
- Quizzes 0
- Duration 12 week
- Language English
- Students 218
- Certificate Yes
- Assessments Yes
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Introduction
What to expect from this course
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The Basics: Small Program
Learn how to write some simple Python code and execute it to get the output.
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The Basics: Data Types
The data types are very important part in any programming languages, in this section we will learn how to use it and their properties
- Variables
- Simple Types: Integers, Strings, and Floats
- List Types
- Type Attributes
- How to find out what code you need?
- Bonus: steps of learning python
- Dictionary types
- Tuple types
- How to use datatypes in the real world?
- Zoom Class Playback and Ppt
- Summary: integers, Floats, List, Dictionaries, Tuples, dir, help
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The Basic: Operations with Data Types
This section we learn how to apply the data type in our program
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The Basics: Functions and Conditionals
Learn how to create functions and conditions
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The Basics: Processing User Input
Learn how to make programs that get input from the user and then process that input.
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The Basics: Loops
Learn how to perform batch operations using for loops.
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File Processing
Use python to manipulate files
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Imported Modules
Not every module has build in object in the python, some of them we need to imported from modules, learn how to do that in this section.
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Application 1: Build an Interactive English Dictionary
Project to create a interactive English Dictionary
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Working with CSV, JSON, and Excel Files
- What is Pandas?
- Getting Started with Jupyter Notebooks
- Loading CSV Files
- Loading JSON Files
- Loading Excel Files
- Loading TXT Files
- Set Header Row
- Set Index Column
- Data Slicing
- Deleting Columns and Rows
- Updating and Adding New Columns and Rows
- Example: Geocoding Addresses with Pandas and Geopy
- Lambda
- PPT for class
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Application 2: Population Web Map
Create a Web Map, it can highlight city and list out the population
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GUI with tKinter
Create GUI with tKinter module
- Introduction of tKinter and Label Components
- Pack position and label config intro
- Create Button Components
- Text Entry Component
- Multiple Line Text Field
- Spin Box Component
- Scale Bar Component
- Check Box Component
- Radio Button Component
- List Box Component
- Layout Manager 1
- Layout Manager 2
- Project 1: Mile to KM Converter
- Project 2 Part 1: Canvas Image Setup
- Project 2 Part 2: Canvas Text and UI Layout Setting
- Project 2 Part 3: Others UI Components Setting
- Project 2 Part 4: Countdown Mechanism
- Project 2 Part 5: Timer Formatting
- Project 2 Part 6: Timer Mechanism
- Project 2 Part 7: Session Label and Check Marks
- Project 2 Part 8: Reset Button
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Data Science & Machine Learning
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Web Scrapping Program
