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Big Data Analytical Platform on Alibaba Cloud
  • Level Professional
  • المدة 8 ساعات hours
  • الطبع بواسطة Alibaba Cloud Academy
  • Offered by

عن

Course Description Building an Analytical Platform on Alibaba Cloud can empower how you take in, analyze, and demonstrate clear metrics from a set of Big Data. This course is designed to teach engineers how to use Alibaba Cloud Big Data products. It covers basic distributed system theory and Alibaba Cloud's core products like MaxCompute, DataWorks, E-MapReduce as well as a bundle of ecosystem tools. To earn an official Alibaba Cloud certificate please join the Cloud Native courses on the Academy's website: Big Data Analysis Specialty: https: //edu.alibabacloud.com/course/317 Machine Learning Specialty: https://edu.alibabacloud.com/course/318 Alibaba Cloud Big Data - Data Integration: https://edu.alibabacloud.com/certification/clouder_bigdatainteg

الوحدات

Learning Objective

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  • Learning Objective

What is Big Data?

    • 1 Readings
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1 Readings

  • Big Data on Alibaba's Double 11

What is Hadoop

    • 1 Readings
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1 Readings

  • Hadoop Documentation

Hadoop Architecture

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1 Readings

  • A Closer Look at Hadoop

Quick Summary

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1 Videos

  • Quick Summary

1 Readings

  • How to Install Hadoop Cluster on Ubuntu 16.04

HDFS Introduction

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1 Readings

  • Introduction to Hadoop in Big Data Ecosystem

Mapreduce process introduction

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1 Readings

  • What is E-MapReduce?

Learning Objectives and Review

    • 1 Readings
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1 Readings

  • Connecting the Hadoop ecosystem with Alibaba Cloud

E-MapReduce Quick Start

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1 Readings

  • E-MapReduce with Druid Quickstart

What is Hive?

    • 1 Readings
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1 Readings

  • Connect to ApsaraDB for HBase using E-MapReduce Hive

Advanced Applications of Hive

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1 Readings

  • Manage Hive metadata

What is Spark

    • 1 Readings
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1 Readings

  • Spark on MaxCompute Overview

Spark SQL

    • 1 Readings
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1 Readings

  • Configure a Spark SQL Job

Course Content

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  • Course Content

Basic Concepts

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1 Readings

  • Eight Things You Should Know about Big Data

Application Scenario

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  • Big Data Application: Technical Architecture of a Big Data Platform

Introduction to MaxCompute

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  • What is MaxCompute?

The Basic Concept of MaxCompute

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  • What You Must Know

SQL Basic Knowledge

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  • SQL overview

Built-in Function (Part 1)

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1 Readings

  • List of Common Commands

Summary and Review

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • MaxCompute SQL Quiz

1 Readings

  • Learn to Write SQL Statements Quickly

UDF Development Process

    • 1 Readings
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1 Assignment

  • MaxCompute Quiz: UDF

1 Readings

  • Build UDF Development Environment

Users and Roles

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1 Readings

  • MaxCompute Security White Paper

Label Based Security Management

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1 Readings

  • Security Management Use Cases

The Overview of Dataworks

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1 Readings

  • What is DataWorks?

Data Processing

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1 Readings

  • Data Development Process

Data Quality Monitoring

    • 1 Assignment
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1 Assignment

  • Data Visualization Quiz

Course Objectives

    • 1 Videos
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1 Videos

  • Course Objectives

1 Readings

  • What is Quick BI?

Feature Highlights of Quick BI

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1 Videos

  • Feature Highlights of Quick BI

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  • Quick BI Scenarios

Commonly Used Charts Introduction

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  • Bubble charts

Commonly Used Charts (Part 2)

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  • Hierarchy charts

Commonly Used Charts (Part 3)

    • 1 Videos
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1 Videos

  • Commonly Used Charts (Part 3)

1 Readings

  • Combination Charts

End to End Demo

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1 Assignment

  • Quick BI Quiz

Demo: Best Practices of PAI

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1 Readings

  • PAI EAS

User Cases

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  • Machine Learning Quiz

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  • PAI-EAS Built-in Processors

Auto Summary

Enhance your data analysis skills with the "Big Data Analytical Platform on Alibaba Cloud" course. Tailored for IT and computer science professionals, this in-depth training covers essential Alibaba Cloud products like MaxCompute, DataWorks, and E-MapReduce. Over 480 minutes, you'll master distributed system theory and key ecosystem tools. Offered by Coursera, the course is available through Starter and Professional subscriptions. Ideal for engineers aiming to earn official Alibaba Cloud certification.

Derek Meng
Instructor

Derek Meng