HDP Developer: Quick Start Training in Finland

  • 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 Finland facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
27 toukokuuta 2024
Helsinki, Espoo
4 Days
Classroom / Virtual Classroom
15 kesäkuuta 2024
Helsinki, Espoo
4 Days
Classroom / Virtual Classroom
26 kesäkuuta 2024
Helsinki, Espoo
4 Days
Classroom / Virtual Classroom
06 heinäkuuta 2024
Helsinki, Espoo
4 Days
Classroom / Virtual Classroom
09 heinäkuuta 2024
Helsinki, Espoo
4 Days
Classroom / Virtual Classroom
06 elokuuta 2024
Helsinki, Espoo
4 Days
Classroom / Virtual Classroom
04 syyskuuta 2024
Helsinki, Espoo
4 Days
Classroom / Virtual Classroom
09 syyskuuta 2024
Helsinki, Espoo
4 Days
HDP Developer: Quick Start Training Course in Finland

Finland is a country located in northern Europe. Helsinki is the capital and largest city of the country. The majority of the people are Finns but there is also a small Lapp population in Lapland, where the country is famous for the Northern Lights. Finland's national languages are Finnish and Swedish.

Known for its vast forests, lakes, and natural beauty, Finland is one of the world's largest producers of forest products, such as paper, pulp, and lumber. One of the world's largest sea fortresses Suomenlinna, Rovaniemi with the "White Nights", dogsled safaris and of course the Northern Lights are what makes Finland so popular for tourists. Finland is one of the best places in the world to see the Northern Lights and attracts millions of tourists during its seasons.

Finland is home to a thriving technology industry and is widely recognized as one of the world's leading technology hubs. Companies such as Nokia and Rovio (creator of the popular game Angry Birds) are based in Finland. Some of the key factors that have contributed to Finland's success in technology include; strong investment in research and development, a highly educated workforce and fundings.

Finland has a strong educational system, and is widely regarded as one of the world's most literate countries. In fact, Finland's literacy rate is one of the highest in the world, and its students consistently perform well in international tests of math and reading ability.

Also, as a pioneer in environmental sustainability, Finland is known for its efforts to reduce its carbon footprint and promote clean energy. This Nordic country is also famous for its unique and distinctive cultural heritage, including its traditional folk music and its elaborate traditional costumes.

Helsinki, Finland's capital city, is the country's business center. Helsinki is Finland's largest city, and it is home to many of the country's major corporations and organizations, including many of the country's leading technology firms. The city is also a commercial, trade, and financial center, as well as one of the busiest ports in the Nordic region.

Take advantage of our diverse IT course offerings, spanning programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our knowledgeable instructors will provide you with practical training and industry insights, delivered directly to your chosen venue in Finland.
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