Python Developer Bootcamp in 2022 - Beginner to Expert

Description

In this course, you will learn :

• Python, Database Development, Full-Stack Web Development, Data Science, Machine Learning, Web Scraping, and GUI Development are among the skills you will learn.
• Python is a programming language that can be learned from beginner to expert levels.
• Code and hundreds of examples to help you understand basic, intermediate, and advanced concepts.
• Discover Python's cutting-edge features.
• Python practise with over 150 exercises.
• Learn SQL in order to connect databases to Python applications.
• Learn HTML5
• Learn CSS3
• Create two full-stack real-world web applications using Flask.
• Django is used to build two full-stack real-world web applications.
• Learn Pandas data analysis and manipulation for Data Science.
• Learn NumPy data computation for Data Science.
• Matplotlib can help you learn data visualisation for data science.
• Scikit-learn can be used to create Machine Learning Models.
• Beautiful Soup and Scrapy Spiders can be used to scrape websites.
• Learn how to design graphical user interfaces.

Syllabus :

• Python – An Introduction to the Language
• Python Variables – Data Types – Basic Grammar
• Python Logic – Control Flow
• Python Loops
• Python Functions Part 1
• Python Data Structures – Lists
• Python Data Structures – Dictionaries
• Python Data Structures – Tuples
• Python Data Structures – Sets
• Python Functions Part 2
• Python Error Handling – Exceptions
• Advanced Python – Object Oriented Programming
• Advanced Python – Iterators
• Advanced Python – Generators
• Advanced Python – Closure
• Advanced Python – Decorators
• Advanced Python – Modules
• Advanced Python – Standard Library
• Advanced Python – Date & Time
• Advanced Python – Package Index (Pypi)
• Advanced Python – Regular Expressions
• Time to Practice Python – Code 163 Mini-Programs (Solutions Included)
• The SQL Essentials Course – Introduction
• The SQL Essentials Course – Basic SQL Syntax & Querying Data
• The SQL Essentials Course – Filtering Results
• The SQL Essentials Course – Shaping Results
• The SQL Essentials Course – Matching Data Tables
• The SQL Essentials Course – Creating Database Tables
• The SQL Essentials Course – SQLite Database Management System
• The SQL Essentials Course – MySQL Database Management System
• The SQL Essentials Course – PostgreSQL Database Management System
• The HTML5 Essentials Course – Beginner Level
• The HTML5 Essentials Course – Intermediate Level
• The HTML5 Essentials Course – Advanced Level
• The CSS3 Essentials Course – Beginner Level
• The CSS3 Essentials Course – Intermediate Level
• The CSS3 Essentials Course – Advanced Level
• Full-Stack Web Development with Flask – Animal Trivia Full-Stack Multi-Page App
• Full-Stack Web Development with Django–Meeting Planner Full-Stack Multi-Page App
• Full-Stack Web Development with Flask – Blog Poster Full-Stack Multi-Page App
• Full-Stack Web Development with Django – BookLib Full-Stack Multi-Page App
• The Data Analysis for Data Science Getting Started Course
• The Pandas for Data Science Essentials Course – Getting Started
• The Pandas for Data Science Essentials Course – Data Inputting
• The Pandas for Data Science Essentials Course – indexing & Filtering
• The Pandas for Data Science Essentials Course – Groups Operations
• The Pandas for Data Science Essentials Course – Data Outputting
• The Pandas for Data Science Essentials Course – Data Plotting
• The NumPy for Data Science Essentials Course – Exploring Multi-dimensional Data
• The NumPy for Data Science Essentials Course – Complex Indexing
• The NumPy for Data Science Essentials Course – Leveraging Other Libraries
• The Matplotlib for Data Science Essentials Course – Matplotlib & Pyplot APIs
• The Matplotlib for Data Science Essentials Course – Basic to Advanced Data Plots
• The Matplotlib for Data Science Essentials Course – Statistical Data Plots
• The Machine Learning Essentials Course – Exploring Machine Learning
• The Machine Learning Essentials Course – The Machine Learning Workflow
• The Machine Learning Essentials Course– Building a Simple Machine Learning Model
• The Web Scraping Essentials Course – Getting Started
• The Web Scraping Essentials Course – Beautiful Soup Parse Tree
• The Web Scraping Essentials Course – Element Selection with Scrapy Shell
• The Web Scraping Essentials Course – Scraping Websites with Scrapy Spiders
• The Graphical User Interface (GUI) Getting Started Course