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Web Scraping with Python
Alfredo Deza
Alfredo Deza
In this 2-hour long project-based course, you will learn how to analyze complex HTML structures and identify the relevant data to be extracted using Scrapy and XPath. You will apply the concepts of web scraping, including setting up a Scrapy project, generating spiders, and using XPath queries to extract data from websites that do not provide an API. Additionally, you will evaluate the effectiveness and efficiency of your scraping code, considering factors such as changing webpage structures, scalability, and coding defensively to ensure robustness. The course includes hands-on labs where you will create a spider and parse complex HTML, allowing you to practice and reinforce the concepts learned.
Register for this course and see more details by visiting:
OpenCourser.com/course/12e7ut/web
What's inside
Syllabus
Project Overview
Here you will describe what the project is about...give an overview of what the learner will achieve by completing this project.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Taught by Alfredo Deza, who is recognized for their work in web scraping
Explores web scraping, which is standard in data analytics
Develops skills in creating spiders and using XPath queries, which are core for web scraping
Covers evaluating the effectiveness and efficiency of web scraping code, which is essential for data reliability
Offers hands-on labs, which reinforce learning and provide practical experience
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Activities
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Web Scraping with Python.
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Career center
Learners who complete Web Scraping with Python will develop knowledge and skills
that may be useful to these careers:
Web Developer
Web Developer
Web Developers are responsible for designing and developing websites. They use their knowledge of HTML, CSS, and JavaScript to create user interfaces, implement features, and ensure the website functions as intended. This course can help Web Developers build a foundation in web scraping, which is an essential skill for extracting data from websites. By learning how to use Scrapy and XPath, Web Developers can improve their ability to gather data, analyze it, and use it to make informed decisions.
Data Analyst
Data Analyst
Data Analysts collect, clean, and analyze data to identify trends and patterns. They use their findings to make recommendations and inform decision-making. This course can help Data Analysts develop skills in web scraping, which is a valuable tool for gathering data from the web. By learning how to use Scrapy and XPath, Data Analysts can expand their data sources and improve the accuracy and efficiency of their analyses.
Data Scientist
Data Scientist
Data Scientists use their knowledge of statistics, machine learning, and data analysis to extract insights from data. They use these insights to make predictions, develop models, and solve business problems. This course can help Data Scientists develop skills in web scraping, which can be used to gather data from websites and analyze it to identify trends and patterns. By learning how to use Scrapy and XPath, Data Scientists can expand their data sources and improve the accuracy and efficiency of their analyses.
Business Analyst
Business Analyst
Business Analysts work with businesses to identify and solve problems. They use their analytical skills to assess business needs, develop solutions, and improve processes. This course can help Business Analysts develop skills in web scraping, which can be used to gather data from websites and analyze it to identify trends and patterns. By learning how to use Scrapy and XPath, Business Analysts can improve their ability to understand business needs and develop effective solutions.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. They use their knowledge of programming languages and software engineering principles to create software that meets the needs of users. This course can help Software Engineers develop skills in web scraping, which can be used to gather data from websites and analyze it to identify bugs and improve performance. By learning how to use Scrapy and XPath, Software Engineers can improve their ability to develop robust and efficient software systems.
UX Designer
UX Designer
UX Designers design and evaluate user interfaces to ensure that they are easy to use, efficient, and enjoyable. They use their knowledge of human factors, design principles, and usability testing to create user interfaces that meet the needs of users. This course can help UX Designers develop skills in web scraping, which can be used to gather data from websites and analyze it to identify user behavior and preferences. By learning how to use Scrapy and XPath, UX Designers can improve their ability to design user interfaces that are both effective and engaging.
Information Architect
Information Architect
Information Architects design and organize information systems to make them easy to find and use. They use their knowledge of information science, user experience, and design principles to create information systems that meet the needs of users. This course can help Information Architects develop skills in web scraping, which can be used to gather data from websites and analyze it to identify user behavior and preferences. By learning how to use Scrapy and XPath, Information Architects can improve their ability to design and organize information systems that are both effective and efficient.
Information Security Analyst
Information Security Analyst
Information Security Analysts protect computer systems and networks from unauthorized access, use, disclosure, disruption, modification, or destruction. They use their knowledge of security principles and practices to identify and mitigate threats. This course can help Information Security Analysts develop skills in web scraping, which can be used to gather data from websites and analyze it to identify vulnerabilities and threats. By learning how to use Scrapy and XPath, Information Security Analysts can improve their ability to protect computer systems and networks from cyberattacks.
Product Manager
Product Manager
Product Managers are responsible for planning, developing, and launching products. They work with engineering, design, and marketing teams to ensure that products meet the needs of users and are successful in the market. This course can help Product Managers develop skills in web scraping, which can be used to gather data from websites and analyze it to identify market trends and customer feedback. By learning how to use Scrapy and XPath, Product Managers can improve their ability to develop and launch successful products.
Salesforce Administrator
Salesforce Administrator
Salesforce Administrators manage and configure Salesforce software to meet the needs of businesses. They use their knowledge of Salesforce functionality and best practices to ensure that Salesforce is implemented and used effectively. This course can help Salesforce Administrators develop skills in web scraping, which can be used to gather data from websites and analyze it to identify sales leads and opportunities. By learning how to use Scrapy and XPath, Salesforce Administrators can improve their ability to manage and configure Salesforce to help businesses achieve their sales goals.
Technical Writer
Technical Writer
Technical Writers create and edit technical documentation, such as user manuals, white papers, and training materials. They use their knowledge of technical writing principles and style to create documentation that is clear, concise, and accurate. This course can help Technical Writers develop skills in web scraping, which can be used to gather data from websites and analyze it to identify technical issues and improve documentation. By learning how to use Scrapy and XPath, Technical Writers can improve their ability to create and edit technical documentation that is both effective and informative.
Market Researcher
Market Researcher
Market Researchers collect and analyze data to understand market trends and customer behavior. They use their findings to make recommendations and inform decision-making. This course can help Market Researchers develop skills in web scraping, which can be used to gather data from websites and analyze it to identify market trends and customer feedback. By learning how to use Scrapy and XPath, Market Researchers can improve their ability to gather and analyze data, and develop insights that can help businesses make informed decisions.
Content Strategist
Content Strategist
Content Strategists develop and implement content strategies to achieve business goals. They use their knowledge of content marketing, SEO, and social media to create and distribute content that attracts and engages target audiences. This course can help Content Strategists develop skills in web scraping, which can be used to gather data from websites and analyze it to identify content trends and audience behavior. By learning how to use Scrapy and XPath, Content Strategists can improve their ability to develop and implement effective content strategies.
Webmaster
Webmaster
Webmasters are responsible for maintaining and updating websites. They use their knowledge of HTML, CSS, and JavaScript to ensure that websites are functioning properly and are up-to-date. This course can help Webmasters develop skills in web scraping, which can be used to gather data from websites and analyze it to identify performance issues and improve the user experience. By learning how to use Scrapy and XPath, Webmasters can improve their ability to maintain and update websites efficiently and effectively.
SEO Specialist
SEO Specialist
SEO Specialists optimize websites and content to improve their ranking in search engine results pages (SERPs). They use their knowledge of SEO techniques and best practices to increase website traffic and visibility. This course can help SEO Specialists develop skills in web scraping, which can be used to gather data from websites and analyze it to identify keyword trends and競爭者策略. By learning how to use Scrapy and XPath, SEO Specialists can improve their ability to optimize websites and content for search engines.
For more career information including salaries, visit:
OpenCourser.com/course/12e7ut/web
Reading list
We've selected seven books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Web Scraping with Python.
Provides a comprehensive guide to web scraping with Python, covering essential techniques and best practices. It is particularly useful for understanding the fundamentals of web scraping and for gaining practical experience with tools such as Scrapy and BeautifulSoup.
Save
Provides a comprehensive guide to web scraping, covering the entire process from planning and preparation to data extraction and analysis. It valuable resource for learners who want to gain a holistic understanding of web scraping and develop effective strategies for their projects.
Save
The official documentation for Beautiful Soup, a popular Python library for parsing HTML and XML documents, provides detailed information on its features and usage. It is an essential reference for learners who want to master the library and use it effectively for web scraping.
Save
Offers a practical guide to web scraping with Python, covering essential techniques and tools. It good resource for learners who want to quickly get started with web scraping and build their own scripts.
Provides a comprehensive and accessible introduction to HTML and CSS, covering the fundamentals of web development. It useful resource for learners who want to understand the structure and styling of web pages, which is essential for effective web scraping.
Save
Provides a comprehensive and up-to-date overview of Python programming, covering both the basics and advanced topics. It valuable reference for learners who want to deepen their understanding of Python and become proficient in the language.
While not specifically focused on web scraping, this book provides a comprehensive introduction to Python programming, covering essential concepts and techniques. It useful resource for learners who are new to programming or need a refresher on the fundamentals.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/12e7ut/web
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Effort
2
Level
Intermediate
Via
Coursera
Institution
Duke University
Instructor
Alfredo Deza
Language
English
Good to know
Taught by Alfredo Deza, who is recognized for their work in web scraping
Explores web scraping, which is standard in data analytics
Develops skills in creating spiders and using XPath queries, which are core for web scraping
Covers evaluating the effectiveness and efficiency of web scraping code, which is essential for data reliability
Offers hands-on labs, which reinforce learning and provide practical experience
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