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Python for Everybody

via freeCodeCamp

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DataCamp

PowerBI Data Analyst - Create visualizations and dashboards from scratch

University of the People

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Overview

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Python For Everybody

Syllabus

Introduction: Why Program?
Introduction: Hardware Architecture
Introduction: Python as a Language
Introduction: Elements of Python
Variables, Expressions, and Statements
Intermediate Expressions
Conditional Execution
More Conditional Structures
Python Functions
Build your own Functions
Loops and Iterations
Iterations: Definite Loops
Iterations: Loop Idioms
Iterations: More Patterns
Strings in Python
Intermediate Strings
Reading Files
Files as a Sequence
Python Lists
Working with Lists
Strings and Lists
Python Dictionaries
Dictionaries: Common Applications
Dictionaries and Loops
The Tuples Collection
Comparing and Sorting Tuples
Regular Expressions
Regular Expressions: Matching and Extracting Data
Regular Expressions: Practical Applications
Networking with Python
Networking Protocol
Networking: Write a Web Browser
Networking: Text Processing
Networking: Using urllib in Python
Networking: Web Scraping with Python
Using Web Services
Web Services: XML
Web Services: XML Schema
Web Services: JSON
Web Services: Service Oriented Approach
Web Services: APIs
Web Services: API Rate Limiting and Security
Python Objects
Objects: A Sample Class
Object Lifecycle
Objects: Inheritance
Relational Databases and SQLite
Make a Relational Database
Relational Database Design
Representing Relationships in a Relational Database
Relational Databases: Relationship Building
Relational Databases: Join Operation
Relational Databases: Many-to-many Relationships
Visualizing Data with Python
Data Visualization: Page Rank
Data Visualization: Mailing Lists

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