HKUSTx: Foundations of Data Analytics
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Learn the fundamental techniques for data analytics and to be prepared for learning and applying more advanced big data technologies.
About this course
Foundations of Data Analytics: This course will provide fundamental techniques for data analytics, including data collection, data extraction, data integration, data cleansing, and basic machine learning techniques. The learners will learn how to manage and optimize the analytics value chain, including collecting and extracting the suitable values, selecting the right data processing, integrating the data from various resources, with programming tools such as Python. This course will also introduce data security and privacy.
At a Glance:
Institution: HKUSTx
Subject: Computer Science
Level: Intermediate
Prerequisites:
Basic linear algebra
Basic statistics
Language: English
Video Transcript: English
Associated programs:
MicroMasters® Program in Big Data Technology
Associated skills:Data Extraction, Data Cleansing, Python (Programming Language), Data Security, Machine Learning, Programming Tools, Big Data, Data Integration, Data Analysis, Data Processing
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