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Advance Big Data Analytics using Hive & Sqoop

person icon Navdeep Kaur

4.3

Advance Big Data Analytics using Hive & Sqoop

Become Big data Analyst using Hive and Sqoop. Great course for Business Analysts, Testers and SQL Developers.

updated on icon Updated on Sep, 2024

language icon Language - English

person icon Navdeep Kaur

English [CC]

category icon Development ,Data Science,Big Data

Lectures -51

Resources -6

Duration -4 hours

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4.3

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Course Description

You will start by learning what is Hadoop &  Hadoop distributed file system and the most common Hadoop commands required to work with the Hadoop File system

Then you will be introduced to Sqoop Import

  • Understand lifecycle of sqoop command.

  • Use sqoop import command to migrate data from Mysql to HDFS.

  • Use sqoop import command to migrate data from Mysql to Hive.

  • Use various file formats, compressions, file delimeter, where clause, and queries while importing the data.

  • Understand split-by and boundary queries.

  • Use incremental mode to migrate the data from Mysql to HDFS.

Further, you will learn Sqoop Export to migrate data.

  • What is sqoop export

  • Using sqoop export, migrate data from HDFS to Mysql.

  • Using sqoop export, migrate data from Hive to Mysql.

Finally, we will start with Apache Hive [Advance]

  • Hive Intro

  • External & Managed Tables

  • Insert & Multi Insert

  • Data Types & Complex Data Types

  • Collection Function

  • Conditional Function

  • Hive String Functions

  • Hive Date Functions

  • Mathematical Function

  • Hive Analysis

  • Alter Command

  • Joins, Multi Joins & Map Joins

  • Working with Different Files - Parquet, Avro

  • Compressions

  • Partitioning

  • Bucketing

  • Views

  • Lateral Views/Explode

  • Windowing Functions - Rank/Dense Rank/lead/lag/min/max

  • Window Specification

Who this course is for:

  • Who are preparing for CCA159 Cloudera Big Data Analytics Certification or who wants to learn Advance Hive & Sqoop

Goals

  • Students will learn Advance Hive and Sqoop for Big Data Analytics and Ingestion.

Prerequisites

  • Basic Knowledge of SQL
Advance Big Data Analytics using Hive & Sqoop

Curriculum

Check out the detailed breakdown of what’s inside the course

Hadoop Introduction
5 Lectures
  • play icon Big Data Intro 05:24 05:24
  • play icon Hadoop Distributed File System & Commands 09:16 09:16
  • play icon Cloudera vm setup
  • play icon Cluster Setup on Google Cloud 19:13 19:13
  • play icon MapReduce Overview 07:41 07:41
Hive
6 Lectures
Tutorialspoint
Hive Data Types
4 Lectures
Tutorialspoint
Hive Functions
5 Lectures
Tutorialspoint
Hive Join
3 Lectures
Tutorialspoint
Working with Different File Formats & Compressions
3 Lectures
Tutorialspoint
Advance Hive
5 Lectures
Tutorialspoint
Hive Windows Function
4 Lectures
Tutorialspoint
Sqoop Import
13 Lectures
Tutorialspoint
Sqoop Export
2 Lectures
Tutorialspoint

Instructor Details

Navdeep Kaur

Navdeep Kaur

Navdeep is one of the renowned Premium Instructor at Tutorialspoint. Navdeep has 14 years of industry experience in different technologies and domains. With 9+ courses and 60,000+ students and rating of 4.5*, she is one of the leading instructors in the field of Big Data & Cloud.

Happy Learning!

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