Spark Hadoop Big Data and Machine Learning Bootcamp

Use BIG4 Code till March 5th for $100 off

Location: Santa Clara

Big Data with Apache Spark, Hadoop and Machine Learning :

Basic + Advanced

(Weekend Day1 (Basic): Spark-Hadoop and Day2 (Advanced) Spark - Machine Learning)

Instructor Led Small Class Size with a Personal Attention to every attendee!

Book at: https://spark-hadoop-ml-bootcamp.eventbrite.com (http://bigdata-spark-hadoop.eventbrite.com/)

Unique Hands-On Opportunity to quickly learn Advance Topics in Apache Spark in two daysLearn about Hadoop, Apache Spark and NoSQL
Hands on Hadoop, Apache Spark, and SparkSQL
Learn Apache Spark Spark Streaming Learn using Machine Learning with Spark
Do five hands on Labs

Saturday Basic Class

Big Data (9:00AM-10:30 AM):

Introduction

Big Data Ecosystem and Stack

Hadoop , Hive and YARN

QA

Lab1 Hadoop Lab (10:30 am-11:30):

Basic Hadoop lab: hdfs, Hive, Map Reduce

Apache Spark Core (11:30 -12:30 ):

Apache Spark

Programming with RDD

Interactive Programming with Spark

Lunch (12:30-1:30pm)

Lunch

Lab2 Spark Lab (1:30 am-2:30pm):

Apache Spark Interactive Shell

Unstructured Log Processing with Spark

Structured Data Analytics with Spark

Apache Spark SQL, DataFrame (2:30 pm-3:30 pm):

SparkSQL

DataFrame

JSON with SparkSQL

Hive with SparkSQL

Parquet with SparkSQL

NoSQL with SparkSQL

Lab3 SQL Lab (3:30pm-4:30pm):

SparkSQL Labs

JSON with SparkSQL

Parquet with SparkSQL

Big Data Landscape and Applications (4:30-5:00pm)

Sunday ( 9:00am-5:00pm)

Apache SparkStreaming (9:00 am-10:00 am):

Stream Processing with Spark, Storm and CEPs

Spark Streaming

Dstream

Window function

Kafka Streaming

Lab4 Streaming Lab (10:00am-11:00am):

Twitter Stream Processing

Advanced Topics in Spark (11:00 am-12:30 am):

Graph Analytics

Tachyon / Alluxio

Lunch

Machine Learning with Apache Spark (1:30-3:30pm)

Introduction to Machine Learning and Data Science with MLLib

Machine learning algorithms for

classifications, clustering, recommendations

Lab5 ML Lab (3:30-5:00 pm)

Lab with MLlib

General QA (4:30-5:00pm)

Requirements:

Bring your Laptop (8G preferred) with Admin password

Virtual Box Installed ** you will get an email for pre-installing additional softwares

Basic Programming (Java /Scala, Python language, SQL)

Contact: admin@attreya.com

Ticket Booking : http://bigdata-spark-hadoop.com (http://bigdata-spark-hadoop.com.eventbrite.com/)

Previous Trainings:

https://apache-spark-big-data-bootcamp.eventbrite.com (https://apache-spark-big-data-bootcamp.eventbrite.com/)

http://big-data-bootcamp.eventbrite.com (http://big-data-bootcamp.eventbrite.com/)