This event has ended

Big Data Bootcamp Santa Clara Oct 2013

Global Big Data Conference

Friday, October 11, 2013 at 8:00 AM - Sunday, October 13, 2013 at 7:00 PM (PDT)

Santa Clara, CA

Ticket Information

Ticket Type Sales End Price Fee Quantity
Big Data Bootcamp Santa Clara- 3 Days Ended $1,999.00 $0.00

Who's Going

Loading your connections...

Share Big Data Bootcamp Santa Clara Oct 2013

Event Details

Global Big Data Conference is offering 3 day extensive bootcamp on Big Data. This is a fast paced, vendor agnostic, technical overview of the Big Data landscape. No prior knowledge of databases or programming is assumed. Big Data Bootcamp is targeted towards both technical and non-technical people who want to understand the emerging world of Big Data, with a specific focus on Hadoop, NoSQL & Machine Learning. Attendees will experience real Hadoop clusters and the latest Hadoop distributions.


Why you should attend BigData Bootcamp?

Unlike any other big data boot camp, this boot camp is uniqiue.You will learn origin and flavors of Big Data. You will see big  data in action live.In advanced labs, you will do hands-on excercise of installing and running jobs on Hadoop. It is 3 day program to expose you the world of big data in practical terms. After 3 days of  interactive training, you will be better equipped to handle big data in your profession - you are a student, startup or sponsor/investor.


Who Should Attend:
Engineers, Developers, Networking specialists, Managers, Executives, Students, Professional Services, Architects, Data Analyst, BI Developer/Architect, QA, Performance Engineers

 

Big Data Track Agenda:

Day -1 (Oct 11 8AM-7PM)

  • Big Data - What and Why
  • Difference between traditional and big Data
  • Vendors and Tools for Big Data
  • Apache Hadoop/Hbase Framework History, General Architecture
  • Hadoop/Hbase /Pig/Hive
  • Map-Reduce Architecture - Fundamentals
  • Lunch
  • Designing and deploying Hadoop in house and on cloud - storage/network/compute issues
  • Hadoop Flavors - Cloudera, MapR, Hortonworks, Microsoft, IBM, EMC etc.
  • Hadoop and Big Data as Service
  • Demonstrate MapR Hadoop distribution
  • MapR Hadoop Lab ( Compile and Run Java MapReduce job )
  • Q & A / Use Case studies

Day -2(Oct 12 8AM-7PM)

  • Big Data use case studies - Continued
  • Big Query demo on Google Compute
  • Modeling Big Data ( SQL and NoSQL )
  • Co-existence of SQL and NoSQL - why?
  • Introduce MongoDB with demo
  • Lunch
  • Overview of Cassandra
  • BookAuthorsDatabase - Case study of migration from relational database to NoSQL database
    ( MongoDB )
  • MongoDB Lab ( Design, Populate, Query, GridFS to handle real documents like PDF files)
  • Q & A / Use Case Studies

Day -3(Oct 13 8AM-7PM)

  • Options in NoSQL Data Modeling and Design (CouchDB/MongoDB/Cassandra )
  • What to use - SQL, NoSQL, memory/columnar databases
  • Cost/Benefit analysis of using these products - Use case studies
  • Introduction to Data Science
  • Lunch
  • Data Science and Big Data Value generation
  • Modeling and Prediction - Important skills
  • Using Data Science Tools for Big Data
  • R as stat tool and demonstration
  • R Lab ( Load, analyze and plot datasets )
  • Q & A / Use Case Studies

Advanced NoSQL Track

Day -1 (Oct 11 8AM-7PM)

  • NoSQL Overview
  • MongoDB Detailed
  • Cassandra Detailed
  • Lunch
  • Hbase Detailed
  • MongoDB Lab
  • MongoDB Use Case Studies
  • Q & A

Day -2 (Oct 12 8AM-7PM)

  • CouchDB Distilled
  • CouchDB Use Case Studies
  • Lunch
  • Cassandra Detailed
  • Casandra Use Case Studies
  • Q & A

Day -3 (Oct 13 8AM-7PM)

  • Designing NoSQL Solution
  • Which NoSQL to Use
  • Examples from use cases of past 2 days
  • Lunch
  • Group Projects Assigned
  • Develop MongoDB solution
  • Develop Cassandra solution
  • Develop Hbase solution
  • Q & A

Advanced Data Science / Machine Learning Track

Day -1 (Oct 11 8AM-7PM)

  • Data Science Intro
  • Linear Algebra/Stat Overview
  • R Language Overview
  • Lunch
  • R Lab detailed
    • Analyze datasets
    • Plot datasets
    • Do Regression
    • Develop model
    • Evaluate model
    • Visualize results, interpret
  • Q & A

Day -2 (Oct 12 8AM-7PM)

  • Predictive Modeling
  • Predictive Analytic
  • Different algorithms
  • Use Cases
  • Lunch
  • R and Hadoop
  • Revolution Alnalytics as Vendor
  • H2O Lab
  • Transportation Use case lab with LGM
  • Q & A

Day -3 (Oct 13 8AM-7PM)

  • Machine Learning
  • Designing systems for machine learning
  • Components - Hadoop, Spark, Storm, Mahout etc
  • Mahout Detailed , Run category/segmentation samples
  • Lunch
  • Group Projects
  • R Modeling/Visualization
  • Mahout Use Case
  • H2o Use Case
  • Q & A

Industry Vertical Use Case Track

Day -1 (Oct 11 8AM-7PM)

  • Finance
  • Insurance
  • Lunch
  • Retail, eCommerce & Consumer Products
  • Gaming
  • Energy & Utilities

Day -2 (Oct 12 8AM-7PM)

  • Media & Entertainment
  • Marketing
  • Advertisement
  • Lunch (12-1PM)
  • Healthcare & Life Sciences
  • Government

Day -3(Oct 13 8AM-7PM)

  • Technology
  • Lunch (12-1PM)
  • Telecommunications
  • Hospitality & Transportation
  • Auto
  • Education

Hadoop Developer Track

Day -1 (Oct 11 8AM-7PM)

  • Why Hadoop?
  • Hadoop Basics
  • Hadoop Distributed File System (HDFS)
  • MapReduce Classic
  • MapReduce Yarn
  • Developing a MapReduce Application

Day -2 (Oct 12 8AM-7PM)

  • Why Hadoop?
  • Q & A's from day 1
  • MapReduce I/O
  • Advanced Features and Optimizations
  • Unit testing MapReduce programs
  • Developing and Debugging on Cluster

Day -3 (Oct 13 8AM-7PM)

  • Q & A’s from day 2
  • Hive
  • Pig
  • Define a workflow using oozie
  • Demystifying Real-time, Streaming, batch etc
  • New trends in Hadoop ecosystem

Lab Requirements
Each student should bring their own laptop(Minimum 4GB ram and 25GB-50GB hard disk) with administrative privileges and wireless connectivity.

Refund Policy
No refunds will be given for cancellations

If you have any questions concerning Big Data Bootcamp, please do not hesitate to contact events@globalbigdataconference.com or Call 408-400-3769

Have questions about Big Data Bootcamp Santa Clara Oct 2013? Contact Global Big Data Conference

When & Where



Santa Clara Convention Center
5001 Great America Pkwy
Santa Clara, CA 95054

Friday, October 11, 2013 at 8:00 AM - Sunday, October 13, 2013 at 7:00 PM (PDT)


  Add to my calendar

Organizer

Global Big Data Conference

Big Data Bootcamp

Contact Tel: 408-400-3769

email: events@globalbigdataconference.com


Website: http://globalbigdataconference.com

  Contact the Organizer

Please log in or sign up

In order to purchase these tickets in installments, you'll need an Eventbrite account. Log in or sign up for a free account to continue.