Professional Certificate in Data Analytics: Web Data Essentials
-- ViewingNowThe Professional Certificate in Data Analytics: Web Data Essentials is a course designed to equip learners with essential skills for career advancement in the data analytics industry. This program focuses on web data, a critical area of analytics that is increasingly in demand.
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โข Web Scraping Fundamentals: Understanding web scraping, its benefits, ethical considerations, and basic techniques for data extraction using libraries and tools.
โข Data Cleaning and Preparation: Techniques for cleaning and preparing web data, including handling missing values, data normalization, and data transformation.
โข Data Visualization for Web Data: Creating effective visualizations for web data using popular libraries and tools, including data storytelling techniques.
โข Data Analysis with Web Data: Exploratory data analysis, statistical analysis, and data mining techniques for web data using popular programming languages and tools.
โข Machine Learning for Web Data: Applying machine learning algorithms to web data, including supervised, unsupervised, and reinforcement learning techniques.
โข Big Data and Cloud Computing for Web Data: Handling big data using cloud computing platforms, including data storage, processing, and analysis.
โข Data Security and Privacy for Web Data: Ensuring data security and privacy in web data analytics, including best practices for data handling and storage.
โข Data-Driven Decision Making with Web Data: Using web data analytics to inform decision-making, including identifying key performance indicators, developing dashboards, and creating data-driven strategies.
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