Big Data Analytical Platform on Alibaba Cloud
- 4.5
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Approx. 8 hours to complete
Course Summary
This course is designed to help learners understand the basics of Alibaba Cloud big data services, including MaxCompute, DataWorks, and Quick BI. Through hands-on exercises, learners will gain experience with various big data tools and be able to design big data solutions for real-world problems.Key Learning Points
- Learn the basics of big data services on Alibaba Cloud
- Gain hands-on experience with MaxCompute, DataWorks, and Quick BI
- Design big data solutions for real-world problems
Related Topics for further study
Learning Outcomes
- Understand the basics of big data services on Alibaba Cloud
- Gain hands-on experience with MaxCompute, DataWorks, and Quick BI
- Design big data solutions for real-world problems
Prerequisites or good to have knowledge before taking this course
- Basic knowledge of SQL
- Familiarity with cloud computing concepts
Course Difficulty Level
IntermediateCourse Format
- Online Self-paced
- Video Lectures
- Hands-on Exercises
Similar Courses
- AWS Certified Big Data - Specialty
- IBM Data Science Professional Certificate
Related Education Paths
- Alibaba Cloud Certified Big Data Professional
- Alibaba Cloud Certified DataWorks Developer
- Alibaba Cloud Certified MaxCompute Developer
Notable People in This Field
- Raymond Chang
- Hui Zhang
Related Books
Description
Course Description
Knowledge
- Learn the Big Data Theory
- Take data in different formats to Put in Alibaba Cloud Big Data Products
- Analyze Sets of Data to produce meaningful conclusions
- Draw Graphs and Tables to demonstrate the analysis of Big Data Results
Outline
- Intro to Hadoop
- Learning Objective
- Quick Summary
- Big Data on Alibaba's Double 11
- Hadoop Documentation
- A Closer Look at Hadoop
- How to Install Hadoop Cluster on Ubuntu 16.04
- Introduction to Hadoop in Big Data Ecosystem
- What is E-MapReduce?
- Hadoop on Alibaba Cloud
- Connecting the Hadoop ecosystem with Alibaba Cloud
- E-MapReduce with Druid Quickstart
- Connect to ApsaraDB for HBase using E-MapReduce Hive
- Manage Hive metadata
- Spark on MaxCompute Overview
- Configure a Spark SQL Job
- Big Data Product Overview
- Course Content
- Eight Things You Should Know about Big Data
- Big Data Application: Technical Architecture of a Big Data Platform
- MaxCompute Basic
- What is MaxCompute?
- What You Must Know
- MaxCompute SQL
- SQL overview
- List of Common Commands
- Learn to Write SQL Statements Quickly
- MaxCompute SQL Quiz
- MaxCompute UDF
- Build UDF Development Environment
- MaxCompute Quiz: UDF
- MaxCompute Security
- MaxCompute Security White Paper
- Security Management Use Cases
- Dataworks Basic
- What is DataWorks?
- Data Development Process
- Data Visualization Quiz
- Data Visualization
- Course Objectives
- Feature Highlights of Quick BI
- Commonly Used Charts (Part 3)
- What is Quick BI?
- Quick BI Scenarios
- Bubble charts
- Hierarchy charts
- Combination Charts
- Quick BI Quiz
- PAI Overview
- PAI EAS
- PAI-EAS Built-in Processors
- Machine Learning Quiz
Summary of User Reviews
Learn about Alibaba Cloud Big Data with this comprehensive course on Coursera. The reviews for this course are overwhelmingly positive, with many users praising the practical approach to teaching. The course has received an overall high rating from users.Key Aspect Users Liked About This Course
The hands-on approach to learning is a key aspect that many users appreciated.Pros from User Reviews
- The course provides practical and real-world examples.
- The instructors are knowledgeable and engaging.
- The course materials are well-structured and easy to follow.
- The course covers a wide range of topics in depth.
- The course is a great value for the price.
Cons from User Reviews
- Some users found the pace to be too slow.
- Some users found the course to be too basic.
- Some users experienced technical difficulties while taking the course.
- The course may not be suitable for those without prior knowledge of Big Data.
- Some users found the quizzes to be too easy.
Derek Meng
4.5 Raiting
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