Logical Operations - Big Data Essentials Bootcamp

Varighed

Varighed:

Kun 3 dage

Metode

Metode:

Klasseværelse / Online / Hybrid

Næste dato

Næste dato:

8/11/2021 (Mandag)

Overview

On this accelerated 3-day Big Data Essentials course, you'll learn the fundamentals of architecting and running Big Data systems.

You'll get the full hands-on experience with our unique Lecture | Lab | Review technique, which will immerse you in the curriculum, helping you gain an in-depth understanding of how to use best practices, tools and techniques essential in building modern-day Big Data applications.

Your expert instructors will take you through various applications such as Hadoop, NoSQL and Spark.

You'll learn to:

  • Master the best practices of Hadoop programming in Pig, Hive, and Java.
  • Enhance Big Data solutions for real-time data access with the help of NoSQL technologies, such as HBase and Cassandra.
  • Understand the difference of NoSQL data modeling in contrast to SQL data modeling.
  • Utilise Spark for interactive data analytics with Scala or SQL.
  • Implement near-real-time analytical processing with Spark Streaming.

You'll also have 24/7 lab access, which means you can test your skills in building successful Big Data systems whenever you want.

If you're a developer, architect or technical manager looking to implement and architect Big Data systems, this course is ideal for you.

Her er 4 gode grunde til at du skal tage Big Data Essentials hos Firebrand:

  1. Du bliver Big Data Essentials uddannet og certificeret hurtigere. Du lærer mere på vores 6 dages accelererede kursus og får mindst 12 timers daglig uddannelse i et distraktionsfrit miljø.
  2. Dit Big Data Essentials kursus er alt-inklusiv. Du får en gennemskuelig pris, der dækker alle kursusmaterialer, eksamen, overnatning og forplejning. Du skal ikke tænke på andet end at lære.
  3. Bestå Big Data Essentials den første gang eller kom tilbage, gratis. Din instruktør er ekspert, og træner dig ud fra accelererede metoder, så du lærer hurtigere og har de bedste muligheder for at bestå eksamen første gang. Men hvis du mod forventning ikke består, er du dækket af vores Certificeringsgaranti.
  4. Tag Big Data Essentials hos en prisvindende uddannelsesleverandør. Vi har vundet adskillige udmærkelser heriblandt Microsofts "Årets Learning Partner" hele fem gange og to Børsen Gazelle priser. Firebrand er din hurtigste vej til uddannelse, og vi har sparet 70,000 deltagere for mere end en million spildte timer siden 2001.

Benefits

Curriculum

Lesson 1: Big Data Overview

  • Big Data
  • Big Data Use Cases
  • Designing a Big Data System
  • Technologies: Hadoop
  • Technologies: NoSQL
  • Analytics
  • Putting It All Together

Lesson 2: Hadoop Introduction

  • Introduction to Hadoop
  • The Future of Hadoop

Lesson 3: HDFS and MapReduce Primer

  • HDFS
  • MapReduce
  • YARN
  • Future of Hadoop Processing Engines

Lesson 4: Hive

  • Hadoopy, Hive, and SQL
  • Hive Design and Architecture
  • HiveQL
  • First Look at Hive
  • Hive Partitions
  • Hive Joins
  • Hive UDFs
  • Text Analytics with Hive

Lesson 5: Hive 2

  • Data Access
  • Feature Generation
  • Filter/Search/Transpose
  • Binning and Smoothing
  • Tez

Lesson 6: Pig

  • Understand Apache Pig
  • Pig Concepts/History
  • Pig by Example
  • Pig as an ETL Pipeline

Lesson 7: Hadoop Cluster Planning

  • Planning Hadoop Hardware
  • Planning Software Install

Lesson 8: Hadoop Install and Configure

  • Different Installation Configurations in Hadoop
  • Install Hadoop
  • Configure Hadoop Cluster
  • Common Configuration Properties
  • Making Installation and Configuration Easier
  • Hadoop Advanced Configuration

Lesson 9: Hadoop Data Ingest

  • Flume
  • Sqoop
  • REST
  • Import Best Practices

Lesson 10: NoSQL Intro

  • RDBMS and NoSQL
  • ACID in NoSQL
  • CAP Theorem
  • NoSQL Stores
  • Columnar Storage

Lesson 11: Cassandra Intro

  • Introduction & Architecture
  • Cassandra Use Cases
  • Data Organization
  • First Look at Cassandra
  • Replication & Consistency

Lesson 12: Cassandra Data Modeling 1

  • Keyspaces and Tables
  • CQL Queries
  • Indexing

Lesson 13: Cassandra Data Modeling 2

  • Collections
  • Composite Keys
  • Time Series Data
  • Counters
  • Lightweight Transactions

Lesson 14: Cassandra Data Modeling Labs

  • MyFlix (Netflix)
  • YouTube
  • Online Shopping (Amazon)
  • User Activity (Facebook)

Lesson 15: Scala Primer

  • Introduction
  • Collections
  • Functions/Methods
  • Class/Object/Trait

Lesson 16: Introduction to Spark

  • Introduction
  • Spark vs. Hadoop
  • A First Look at Spark

Lesson 17: Spark Data Model 1

  • Data Model Overview
  • RDD Concepts
  • Spark Workflow
  • Working with RDDs
  • Key-Value Pairs
  • Caching

Lesson 18: Spark Data Model 2

  • DataFrames
  • Working with DataFrames
  • Spark SQL
  • DataSet
  • Spark and Hive
  • Data Formats

Lesson 19: Spark API/Applications

  • Core API
  • Building and Running Applications
  • Application Lifecycle
  • Logging & Debugging

Lesson 20: Machine Learning Primer

  • Machine Learning Concepts
  • Machine Learning Vocabulary
  • Text Mining
  • Recommendations

Lesson 21: Spark Streaming

  • Streaming
  • Spark Streaming Overview
  • Architecture
  • Programming
  • Structured Streaming
  • Transformations
  • Apache Kafka

What's Included

On this course you'll receive official Big Data Essentials courseware.

Det hele er inkluderet! Du får en alt-inklusiv kursuspakke, som er målrettet til dine behov. Vi tager os af enhver detalje, så det eneste du skal fokusere på er dine lærings- og certificeringsmål.

  • Transport til/fra specifikke afhentningssteder
  • Overnatninger, samtlige måltider samt adgang til forfriskninger, snacks, kaffe og the.
  • Intensiv Hands-on uddannelse med vores unikke (Lecture | Lab | Review)TM metode
  • Omfattende kursusmaterialer og labmanualer
  • Et helt igennem instruktørstyret program
  • 24 timers adgang til både undervisningslokale og instruktøren
  • Samtlige måltider samt adgang til forfriskninger, snacks, kaffe og the.
  • Certificeringsgaranti

Prerequisites

Before attending this course, you should be familiar with at least one programming language and be comfortable working with a command-line interface.

Er du klar til dit Firebrand Kursus?

Vi interviewer alle potentielle deltagere angående deres baggrund, uddannelser, certificeringer og personlig indstilling. Hvis du kommer igennem denne screeningsprocedure, betyder det, at du har rigtig gode chancer for at bestå.

Firebrand Training tilbyder et ambitiøst uddannelsesmiljø, som forudsætter at du dedikerer dig til kurset. Ovenstående forkundskaber er vejledende; mange deltagere med mindre erfaring, men med en anden baggrund eller færdigheder, har haft succes med accelereret uddannelse hos Firebrand Training.

Hvis du funderer på hvorvidt du opfylder de anbefalede forkundskaber, er du meget velkommen til at ringe til os på 78 79 16 53 og tale med en af vores uddannelsesrådgivere, som kan hjælpe dig.

Kundereferencer

Vi har uddannet over 107.131 personer i løbet af 12 år. Vi har bedt dem alle om at bedømme vores accelererede kurser. Aktuelt har 96,66% sagt, at Firebrand oversteg deres forventninger:

"Another fantastic experience. Thank you so much!"
Anonymous. (6/9/2021 (Mandag) til 9/9/2021 (Torsdag))

"Our tutor was amazing, he explained everything so well, and made the course really interesting, could not praise him enough!"
AF. (6/9/2021 (Mandag) til 9/9/2021 (Torsdag))

"Great training given by the tutor. Clear in his explanations and assisting the attendees where needed. Big thumbs up!"
Anonymous. (6/9/2021 (Mandag) til 8/9/2021 (Onsdag))

"I re-attended the course online after having attended the classroom based program initially. Enjoyed the session, although very content based, the tutor was good at covering all topics and had the chance to go over it again as revision. Would definitely attend future courses with Firebrand and select the same instructor. Very knowledgeable and thorough with his explanation. Made us think differently throughout the course."
Mohan Simkhada, EOL IT Services. (18/6/2021 (Fredag) til 20/6/2021 (Søndag))

"Facilities at training Center are exceptional. We don’t need to worry about anything and can fully concentrate on learning."
Venkatesh Bathineni. (3/9/2021 (Fredag) til 5/9/2021 (Søndag))

Kursusdatoer

Starter

Slutter

Tilgængelighed

Sted

Tilmelding

24/5/2021 (Mandag)

26/5/2021 (Onsdag)

Afsluttet - Giv feedback

-

 

27/9/2021 (Mandag)

29/9/2021 (Onsdag)

Venteliste

Landsdækkende

 

8/11/2021 (Mandag)

10/11/2021 (Onsdag)

Begrænsede pladser

Landsdækkende

 

20/12/2021 (Mandag)

22/12/2021 (Onsdag)

Tilgængelige pladser

Landsdækkende

 

31/1/2022 (Mandag)

2/2/2022 (Onsdag)

Tilgængelige pladser

Landsdækkende

 

14/3/2022 (Mandag)

16/3/2022 (Onsdag)

Tilgængelige pladser

Landsdækkende

 

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