Ultimate Web Scraping for Data Science

سرفصل های دوره

A complete guide for basic to advanced web scraping

1 - Introduction

1 -Welcome Note & Course Structure

2 - Introduction to Web Scraping

1 -Introduction to Web Scraping

2 -What is Web Scraping

3 -Types of Web Scraping

4 -1.3 Ethical Considerations of Web Scraping

5 -Advantages of Web Scraping

6 -Disadvantages of Web Scraping

7 -Alternatives to Web Scraping

3 - Setting up Python Environment

1 -Environment Setup

2 -About Anaconda

3 -Common Anaconda Prompts

4 -Creating a Project Environment and Kernel

4 - Primer On Web

1 -Primer On Web

2 -Client Server Architecture

3 -HTTP Request & Response - Pt 1

4 -HTTP Request & Response - Pt 2

5 -HTTP Methods

6 -HTTP Status Codes

7 -Web Technologies

5 - Mastering Requests Library

1 -Web Interaction with Requests Module

2 -About Requests

3 -Working with GET Method

4 -Working with POST Method

5 -Working with PUT and DELETE methods

6 -Working with HTTP Headers

7 -Working with Response Object

8 -Working with Public API

6 - Beautiful Soup

1 -About Beautiful Soup

2 -Creating a Soup Object

3 -Exploring the Soup Object - 1

4 -Exploring the Soup Object - 2

5 -Exploring the Soup Object - 3

6 -Soup Object using Requests

7 -Mini Project using Beautiful Soup, Requests & Pandas - 1

8 -Mini Project using Beautiful Soup, Requests & Pandas - 2

9 -Mini Project using Beautiful Soup, Requests & Pandas - 3

10 -5.5.4 - Mini Project using Beautiful Soup, Requests & Pandas - 4

7 - Selenium

1 -Web Automation using Selenium

2 -About Selenium

3 -Getting Started with Selenium

4 -Getting Started with Selenium

5 -Strategies for Locating Web Elements

6 -Understanding XPath

7 -Basic Interaction with Web Elements

8 -Basic Interaction with Web Elements

9 -Working with Dropdowns

10 -Working with MultiSelect

11 -Basic Scrolling

12 -Infinite Scrolling

13 -Advanced Web Interactions - Intro

14 -Explicit Waits

15 -Implicit Waits

16 -Working with IFrames

17 -Working with Alerts - 1

18 -Working with Alerts - 2

19 -Best Practices & Optimization - 1

20 -Best Practices & Optimization - 2

8 - Real World Projects - Yahoo Finance Stocks

1 -Project Intro

2 -Action Plan

3 -Prerequisites

4 -Prerequisites [Continued]

5 -Scraping the Data - 1

6 -Scraping the Data - 2

7 -Scraping the Data - 3

8 -Scraping the Data - 4

9 -Scraping the Data - 5

10 -Cleaning the Data - 1

11 -Cleaning the Data - 2

12 -Cleaning the Data - 3

13 -Restructuring the Code - 1

14 -Restructuring the Code - 2

9 - Real World Projects - Real Estate Listings

1 -Action Plan

2 -Prerequisites

3 -Interacting with Target Website - 99acres - 1

4 -Interacting with Target Website - 99acres - 2

5 -Interacting with Target Website - 99acres - 3

6 -Interacting with Target Website - 99acres - 4

7 -Interacting with Target Website - 99acres - 5

8 -Interacting with Target Website - 99acres - 6

9 -Interacting with Target Website - 99acres - 7

10 -Interacting with Target Website - 99acres - 8

11 -Scraping the Data + Page Navigation Fix - 1

12 -Scraping the Data + Page Navigation Fix - 2

13 -Scraping the Data + Page Navigation Fix - 3

14 -Cleaning the Data - 1

15 -Cleaning the Data - 2

16 -Cleaning the Data - 3

17 -Restructuring the Code - 1

18 -Restructuring the Code - 2

19 -Restructuring the Code - 3

20 -Course Outro

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تولید کننده: Udemy