Apache Spark Fundamentals

2 Days of Big Data Analytics with Spark

Starting: 2017-06-01

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What to expect?

100% hands-on, real life data

Certificate of accomplishment

Big Data Analytics with Spark

About the workshop

This 2-day workshop is hosted by one of the world’s leading Spark practitioners and enables you to utilize the latest version of Apache Spark for Spark development and analytics. The workshop is 100% hands-on and the exercises use real life data from Stack Overflow to solve actual programming, analytics and machine learning use-cases. Whether you are a developer or an analyst, this workshop is for you.

The workshop is powered by Mosaik Academy & Datapao

What you'll learn

By the end of the workshop you will be able to answer the important questions;

  • What is Spark and its place in the Big Data Ecosystem?
  • When should we use Spark for big data analysis?
  • How to perform Machine Learning & Predictive Analytics with Spark?
  • How to do batch and real time data analytics with Spark?
  • How to easily get various formats from various data sources?

Who should join?

This workshop is designed for Data Analysts, Engineers, and Data Scientists who want to conduct analytics with Big Data or build end-to-end applications and data processing pipelines. To gain maximum value from the workshop, you are probably dealing with data engineering or analytics at scale, and likely work in SaaS, e-commerce or for other companies collecting large amounts of data.

We expect to welcome a selected group of motivated:

  • Data Scientist & Analysts
  • Data Engineers
  • Independent Consultants
  • Product Managers w/ a technical background

Prerequisites:

Participants are expected to have a basic understanding of programming. However, you don’t need to have worked with Big Data or Spark before.

Get Your Ticket Now

Register now to get your tickets for the best price

  • Early Bird: 890€ + VAT (before: May 10)
  • General Admission: 1130€ + VAT
Purchase Via Transfer

Lead Instructor

Zoltan is a Data Engineer and Trainer with over 15 years of experience building data-intensive applications. He delivers Big Data and Spark courses globally on behalf of Datapao, and also Databricks, the creators of Apache Spark. Earlier he built Prezi.com’s data infrastructure. As the company grew he transformed it into a Hadoop-based Big Data Architecture and managed the team that scaled it, crunching over 1 Petabyte of data. Later he joined RapidMiner, a global leader in predictive analytics and worked on kicking off the company's Apache Spark integration. Besides giving trainings, he designs and prototypes Big Data architectures and regularly gives talks at Meetups and Conferences.

Zoltan C. Toth

Senior Spark Instructor

Schedule

Day 1

9:00-10:30

Intro
Setting up the environment
Launching your Spark cluster

10:30-11:00

Break

11:00-12:30

Quick Scala tutorial
Spark Overview

12:30-13:30

Lunch

13:30-15:00

The low level Spark API
Understand how Spark works through the Spark UI

15:00-15:30

Break

15:30-17:00

Data Analytics with Spark using DataFrames

Day 2

9:00-10:30

Data Analytics with Spark using Spark SQL
Unified analysis of data coming from different sources and formats
Tungsten and Catalyst: Advanced Optimisations

10:30-11:00

Break

11:00-12:30

Spark Streaming: Real-time data processing with Spark
Implementing Continuous Applications with Structured Streaming

12:30-13:30

Lunch

13:30-15:00

Machine Learning with Spark
Implementing machine learning pipelines with Spark
Supervised learning: Model Building, Predictions and Validation

15:00-15:30

Break

15:30-17:00

Spark in the cloud: How to use Spark on Amazon Web Services.
Wrapping up, open Q&A

Ticket & venue

Price

From €890 + VAT

Address 1136 Budapest, Pannónia utca 32. More info +36 70 774 9989
hello@mosaik.space

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