HKUSTx: Foundations of Data Analytics
|
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:Machine Learning, Data Security, Data Integration, Data Analysis, Data Processing, Data Extraction, Python (Programming Language), Programming Tools, Big Data, Data Cleansing
What You’ll Learn:
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.
User Reviews
Be the first to review “HKUSTx: Foundations of Data Analytics”
Related Products
Introduction to Big Data and Hadoop
A beginner's guide to big data concepts and Hadoop framework, covering data storage, processing, and analysis techniques.
The No Nonsense Introduction To Big Data, Hadoop and Streaming
A straightforward introduction to big data, Hadoop, and streaming technologies, focusing on fundamental concepts and practical applications.
IBM: Introduction to Data Science
Learn about the world of data science first-hand from real data scientists.
IBM: NoSQL Database Basics
This course introduces you to the fundamentals of NoSQL, including the four key non-relational database categories. By the end of the course you will have hands-on skills for working with MongoDB, Cassandra and IBM Cloudant NoSQL databases.
Deploying a Hadoop Cluster
Gain practical knowledge on how to deploy and manage a Hadoop cluster for big data processing.
There are no reviews yet.