The Ultimate Python Guide: Learn Coding with Interactive Projects and an Ultra-Fast Framework
Abe Olsen
This audiobook is narrated by a digital voice.
Unleash your programming prowess with "The Ultimate Python Guide." Master the fundamentals of coding effortlessly and engage in captivating projects that showcase Python's versatility.Through...
Location:
United States
Description:
This audiobook is narrated by a digital voice. Unleash your programming prowess with "The Ultimate Python Guide." Master the fundamentals of coding effortlessly and engage in captivating projects that showcase Python's versatility.Through step-by-step guidance and interactive exercises, this comprehensive guide empowers beginners and seasoned coders alike. Dive into the core concepts of Python, from data structures and algorithms to object-oriented programming and exception handling.Elevate your skills with practical projects that bring learning to life. Construct a command-line application for tracking expenses, develop a web application for managing tasks, and delve into machine learning with Python's powerful libraries.This guide is tailor-made for aspiring programmers, students, hobbyists, and professionals seeking to advance their Python expertise. Its structured approach and hands-on projects ensure that you grasp the intricacies of Python and emerge as a confident coder.Embrace Python's simplicity and power with "The Ultimate Python Guide." Conquer coding challenges, fuel your creativity, and unlock new possibilities in the realm of programming. Duration - 2h 24m. Author - Abe Olsen. Narrator - Digital Voice Morgan G. Published Date - Wednesday, 08 January 2025. Copyright - © 2025 Courtney DeAngelis ©.
Language:
English
Section 1.1: What is Python? 3
Duración:00:04:26
Section 1.2: Installing Python 6
Duración:00:05:31
Section 1.3: Basic Python Syntax 10
Duración:00:04:53
Chapter 2: Functions and Control Flow 14
Duración:00:00:04
Section 2.1: Defining and Calling Functions 14
Duración:00:06:25
Section 2.2: Control Flow: If-Else Statements and Loops 19
Duración:00:06:03
Chapter 3: Object-Oriented Programming in Python 24
Duración:00:00:05
Section 3.1: Classes, Objects, and Methods 24
Duración:00:06:18
Section 3.2: Inheritance and Polymorphism 28
Duración:00:06:59
Chapter 4: Modules and Packages 34
Duración:00:00:04
Section 4.1: Importing Modules and Packages 34
Duración:00:05:59
Section 4.2: Writing Custom Modules and Packages 38
Duración:00:06:22
Chapter 5: Data Analysis with Pandas and NumPy 43
Duración:00:00:05
Section 5.1: Introduction to Pandas for Dataframes 43
Duración:00:05:42
Section 5.2: Data Cleaning and Transformation with Pandas 47
Duración:00:05:28
Chapter 6: Data Visualization with Matplotlib and Seaborn 52
Duración:00:00:05
Section 6.1: Basic Plotting with Matplotlib 52
Duración:00:07:38
Section 6.2: Advanced Plotting Techniques 57
Duración:00:05:44
Chapter 7: Machine Learning with Scikit-Learn 62
Duración:00:00:04
Section 7.1: Introduction to Machine Learning Concepts 62
Duración:00:07:21
Section 7.2: Supervised Learning with Classifiers 67
Duración:00:05:58
Chapter 8: Web Development with Django 72
Duración:00:00:04
Section 8.1: Introduction to Django and MVC Framework 72
Duración:00:07:22
Section 8.2: Building a Django Web Application 77
Duración:00:05:58
Chapter 9: Database Management with SQLAlchemy 82
Duración:00:00:05
Section 9.1: Introduction to SQLAlchemy for Databases 82
Duración:00:07:37
Section 9.2: Interacting with Databases using SQLAlchemy 87
Duración:00:05:48
Chapter 10: Cloud Computing with AWS 92
Duración:00:00:04
Section 10.1: Introduction to AWS and Cloud Services 92
Duración:00:07:46
Section 10.2: Deploying Python Applications on AWS 97
Duración:00:06:01
Chapter 11: Advanced Python Topics 102
Duración:00:00:04
Section 11.1: Multithreading and Concurrency 102
Duración:00:07:36
Section 11.2: Asynchronous Programming with asyncio 107
Duración:00:05:01