HDP Developer: Quick Start Training in Germany

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 4 Days
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

This training course is designed for developers who need to create applications to analyze Big Data stored in Apache Hadoop using Apache Pig and Apache Hive, and developing applications on Apache Spark.

Topics include: Essential understanding of HDP and its capabilities, Hadoop, YARN, HDFS, MapReduce/Tez, data ingestion, using Pig and Hive to perform data analytics on Big Data and an introduction to Spark Core, Spark SQL, Apache Zeppelin, and additional Spark features.

Students should be familiar with programming principles and have experience in software development. SQL and light scripting knowledge is also helpful. No prior Hadoop knowledge is required.

Developers and data engineers who need to understand and develop applications on HDP.

Part I: High Level Overview

  • Describe the Case for Hadoop
  • Identify the Hadoop Ecosystem via architectural categories

Part II: Deeper Look & Demos (2 hrs)

  • Detail the HDFS architecture
  • Describe data ingestion options and frameworks for batch and real-time streaming
  • Explain the fundamentals of parallel processing
  • Detail the architecture and features of YARN
  • Understand backup and recovery options
  • Describe how to secure Hadoop

Live Demonstrations

  • Operational overview with Ambari
  • Loading data into HDFS

Objectives

  • Use Pig to explore and transform data in HDFS
  • Transfer data between Hadoop and a relational database
  • Understand how Hive tables are defined and implemented
  • Use Hive to explore and analyze data sets
  • Explain and use the various Hive file formats
  • Create and populate a Hive table that uses ORC file formats
  • Use Hive to run SQL-like queries to perform data analysis
  • Use Hive to join datasets using a variety of techniques
  • Write efficient Hive queries
  • Explain the uses and purpose of HCatalog
  • Use HCatalog with Pig and Hive

Hands-On Labs

  • Use HDFS commands to add/remove files and folders
  • Use Sqoop to transfer data between HDFS and a RDBMS
  • Explore, transform, split and join datasets using Pig
  • Use Pig to transform and export a dataset for use with Hive
  • Use HCatLoader and HCatStorer
  • Use Hive to discover useful information in a dataset
  • Describe how Hive queries get executed as MapReduce jobs
  • Perform a join of two datasets with Hive
  • Use advanced Hive features: windowing, views, ORC files

Objectives

  • Describe Spark and Spark specific use cases
  • Explore data interactively through the spark shell utility
  • Explain the RDD concept
  • Understand concepts of functional programming
  • Use the Python or Scala Spark APIs
  • Create all types of RDDs: Pair, Double, and Generic
  • Use RDD type-specific functions
  • Explain interaction of components of a Spark Application
  • Explain the creation of the DAG schedule
  • Build and package Spark applications
  • Use application configuration items
  • Deploy applications to the cluster using YARN
  • Use data caching to increase performance of applications
  • Understand join techniques
  • Learn general application optimization guidelines/tips
  • Create applications using the Spark SQL library
  • Create/transform data using dataframes
  • Read, use, and save to different Hadoop file formats

Spark Python or Scala Hands-On Labs

  • Create a Spark “Hello World” word count application
  • Use advanced RDD programming to perform sort, join, pattern matching and regex tasks
  • Explore partitioning and the Spark UI
  • Increase performance using data caching
  • Build/package a Spark application using Maven
  • Use a broadcast variable to efficiently join a small dataset to a massive dataset
  • Create a data frame and perform analysis
  • Load/transform/store data using Spark with Hive tables


Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Germany facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

07 Januar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
08 Januar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
11 Januar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
19 Januar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
07 Januar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
08 Januar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
11 Januar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
14 Februar 2025 (4 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
HDP Developer: Quick Start Training Course in Germany

The Federal Republic of Germany is the second most populous country in Europe and is located in Central Europe. The official language of the country is German. Germany is one of the richest countries in the world. The main exports of the country include motor vehicles and iron and steel products.

Here are some fun facts about Germany:
The fairy tale writer, the Brothers Grimm, came from Germany and wrote many famous stories such as Cinderella, Snow White, and Sleeping Beauty.
Germany is home to the largest theme park in Europe, the Europa-Park.
The famous composer Ludwig van Beethoven was born in Germany.
The Autobahn, the German highway system, is known for having no general speed limit.


Berlin was divided by the Berlin Wall from 1961 to 1989. Known for its street art, Berlin has many colorful murals and graffiti throughout the city. Also, Berlin is home to many famous museums, such as the Pergamon Museum and the Museum Island. Many clubs and bars stay open until the early hours of the morning in this big city.

Another popular city is Munich, which is famous for its Oktoberfest beer festival that attracts millions of visitors every year. Munich is also home to many historic buildings, including Nymphenburg Palace and the Marienplatz town square.

The country's capital and largest city is Berlin, however Frankfurt is considered to be the business and financial center of Germany. It is home to the Frankfurt Stock Exchange, the European Central Bank, and many other financial institutions. Because of its central location within Europe and its status as a major financial hub, Frankfurt is often referred to as the "Mainhattan," a play on the city's name and its association with the Manhattan financial district in New York City.

Frankfurt is also a major transportation hub, with the largest airport in Germany and one of the largest in Europe, Frankfurt Airport. Additionally, it is a popular destination for tourists, with its historic city center, beautiful parks, and vibrant cultural scene.

Some of the top German technology companies like Siemens AG, Bosch, SAP SE, Deutsche Telekom, Daimler AG and Volkswagen has business centers in Frankfurt. The country has a strong tradition of engineering and innovation, and is home to many other world-class technology companies and research institutions.

Tailored to meet the specific needs of Germany, Bilginç IT Academy combines cutting-edge training methodologies with our comprehensive range of Certification Exam preparation courses and accredited corporate training programs. Experience a transformative approach to IT training that will redefine your expectations.
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