Postgraduate Certificate in Web Scraping for Big Data Evolution
-- viewing nowThe Postgraduate Certificate in Web Scraping for Big Data Evolution is a comprehensive course designed to meet the growing industry demand for data scientists with web scraping expertise. This course emphasizes the importance of extracting and analyzing big data from websites, teaching you how to overcome real-world challenges in data collection and processing.
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Course Details
• Unit 1: Introduction to Web Scraping – Concepts, tools, and techniques for extracting data from websites.
• Unit 2: Big Data Overview – Understanding big data, its types, sources, and benefits.
• Unit 3: Web Scraping Technologies – Exploring the technologies used for web scraping, such as Python, BeautifulSoup, and Scrapy.
• Unit 4: Data Preprocessing – Techniques for cleaning, transforming, and preparing web scraped data for analysis.
• Unit 5: Big Data Storage – Overview of big data storage systems, such as Hadoop HDFS, Cassandra, and MongoDB.
• Unit 6: Data Visualization – Techniques for visualizing big data using tools like Tableau, Power BI, and ggplot.
• Unit 7: Machine Learning with Big Data – Understanding the application of machine learning algorithms in big data analysis.
• Unit 8: Ethics of Web Scraping – Legal and ethical considerations when scraping data from websites.
• Unit 9: Advanced Web Scraping Techniques – Techniques for handling dynamic websites, AJAX, and JavaScript.
• Unit 10: Case Studies in Web Scraping – Real-world examples of successful web scraping projects.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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