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Syllabus: 100 Days of Code Complete Professional Python Bootcamp

The document outlines the syllabus for a Python programming course that progresses from beginner to intermediate to advanced levels. It covers fundamental Python concepts like variables, data types, conditionals and loops at the beginner level and then introduces object oriented programming, file input/output, GUI development and APIs at the intermediate level. More advanced topics include building REST APIs and web applications with Flask, working with databases, data analysis with Pandas and visualization with Matplotlib/Plotly. The final section describes independent portfolio projects to build during the course.

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Viswakarma Chakravarthy
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742 views3 pages

Syllabus: 100 Days of Code Complete Professional Python Bootcamp

The document outlines the syllabus for a Python programming course that progresses from beginner to intermediate to advanced levels. It covers fundamental Python concepts like variables, data types, conditionals and loops at the beginner level and then introduces object oriented programming, file input/output, GUI development and APIs at the intermediate level. More advanced topics include building REST APIs and web applications with Flask, working with databases, data analysis with Pandas and visualization with Matplotlib/Plotly. The final section describes independent portfolio projects to build during the course.

Uploaded by

Viswakarma Chakravarthy
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
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BEGINNER PYTHON

SYLLABUS Variables in Python


100 DAYS OF CODE String Manipulation
Input and Print Functions
COMPLETE
Variable Naming Rules
PROFESSIONAL Mathematical Operations in Python
PYTHON BOOTCAMP DataTypes
Converting types
Conditionals IF/ELIF/ELSE
Logical Operators
Randomisation
Error Handling
Functions
For Loops
Code blocks and Indentation
While Loops
Flowchart Programming
Positional and Keyword Arguments
Python Dictionaries and Lists
Nested Collections
Returning Functions
Return vs. Print
Doc Strings vs. Comments
Scope and Local/Global Variables
Debugging Techniques

INTERMDIATE PYTHON
Local Development Environment Setup
PyCharm Tips and Tricks
Python Object Oriented Programming
Creating Classes in Python
Using External Python Modules/Import
Getting / Setting Attributes
Python Methods
Class Initialisers
Module Aliasing
Optional, Required and Default Parameters
Event Listenters
Python Instances and State
Python Turtle
Game Development with Python and OOP
Python Inheritance
Python Slice Function
File I/O Reading and Writing to Local Files
File Directories
Reading and Writing to CSV
Introduction to the Pandas Framework
APP BREWERY List Comprehensions
www.appbrewery.co Dictionary Comprehensions
Packing and Unpacking Functions in Python
SYLLABUS Creating Desktop GUI Apps with Tkinter
Strongly Dynamic Typing
100 DAYS OF CODE Error Handling and Exceptions
COMPLETE Try / Except/ Raise
Working with JSONs
PROFESSIONAL
Local Persistence
PYTHON BOOTCAMP Sending Email with Python and SMTP
Working with date and time
Hosting Python Code Online with PythonAnywhere

INTERMDIATE +
APIs
Making HTTP Requests with the Requests module
Sending Parameters with the Request
APIs with Authentication
Sending SMS with Python
Web Scraping with Beautiful Soup
Browser Automation with Selenium Web Driver
Automating Tinder
Automating Twitter
Automating LinkedIn
Automating Instagram
Web Development with Flask
Command Line
Python Decorators
Templating with Jinja 2
WTForms

ADVANCED PYTHON
Build Your Own REST API with Python
Build Your Own Blog
Databases with SQLite
Dataframe Inspection
Data Cleaning
Sorting Values in Dataframes
Arithmatic Operations with Pandas
Creating Pivot Tables
Chaining Functions
Smoothing Time Series Data
Creating Line Charts with Matplotlib
Using Jupyter Notebook
HTML Markdown
Creating Scatterplots with Matplotlib
Relational Database Schemas
Descriptive Statistics
APP BREWERY Creating Bar Charts, Pie Charts, Donut Charts, Box Plots with
www.appbrewery.co Plotly
Creating NumPy NDArrays
Array Slicing and Subsetting
SYLLABUS Matrix Multiplication
Bitwise and Operators in Pandas
100 DAYS OF CODE Creating Bubble Charts with Seaborn
COMPLETE Running Regressions with Scikit-Learn
Non-Parametric Regression
PROFESSIONAL
Students T-Tests and Histograms with Scikit-Learn
PYTHON BOOTCAMP Multi-Variable Regression
Log Transformations
Residuals Analysis

PROFESSIONAL PORTFOLIO
BUILDING INDEPENDENT
ASSIGNMENTS
Text to Morse Code Converter
Portfolio Website
Tic Tac Toe Game
Image Watermarking App
Typing Speed Test
Breakout Game
Cafe and Wifi Website
Todo List Website
Disappearing Text Writing App
Image Color Palette Generator
Custom Web Scraper
Automating the Google Dinosaur Game
Space Invaders Game
Custom API Driven Website
An Online Shop
Custom Browser Automation
Analyse and Visualise the Space Race
Analyse Deaths Involving the Police in the US
Predict Earnings using Multivariable Regression

APP BREWERY
www.appbrewery.co

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