Big Data 2 Days Bootcamp in Sydney

Certificate: Course Completion Certificate

Language: English

Duration: 2 Day

Credits: 16

Course Delivery: Classroom/ Virtual/ On-site

Offers: Groups of 5 - 10 people 10% Discount | Groups of 11 - 20 people 15% Discount

Course Description:

This big data training course will provide a technical overview of Apache Hadoop for project managers, business managers and data analysts. Students will understand the overall big data space, technologies involved and will get a detailed overview of Apache Hadoop. The course will expose students to real world use cases to comprehend the capabilities of Apache Hadoop. Students will also learn about YARN and HDFS and how to develop applications and analyze Big Data stored in Apache Hadoop using Apache Pig and Apache Hive. Each topic will provide hands on experience to the students.

Course Outline:

Introduction to Big Data

• Big Data - beyond the obvious trends
• Exponentially increasing data
• Big data sources
• Data warehousing, business intelligence, analytics, predictive statistics, data science

Survey of Big Data technologies

• First generation systems
• Second generation systems
• Enterprise search
• Visualizing and understanding data with processing
• NOSQL databases
• Apache Hadoop

Introduction to Hadoop

• What is Hadoop? Who are the major vendors?
• A dive into the Hadoop Ecosystem
• Benefits of using Hadoop
• How to use Hadoop within your infrastructure?

Introduction to MapReduce

• What is MapReduce?
• Why do you need MapReduce?
• Using Mapreduce with Java and Ruby

Introduction to Yarn

• What is Yarn?
• What are the advantages of using Yarn over classical MapReduce?
• Using Yarn with Java and Ruby

Introduction to HDFS

• What is HDFS?
• Why do you need a distributed file system?
• How is a distributed file system different from a traditional file system?
• What is unique about HDFS when compared to other file systems?
• HDFS and reliability?
• Does it offer support for compressions, checksums and data integrity?

Data Transformation

• Why do you need to transform data?
• What is Pig?
• Use cases for Pig

Structured Data Analysis?

• How do you handle structured data with Hadoop?
• What is Hive/HCatalog?
• Use cases for Hive/HCatalog

Loading data into Hadoop

• How do you move your existing data into Hadoop?
• What is Sqoop?

Automating workflows in Hadoop

• Benefits of Automation
• What is oozie?
• Automatically running workflows
• Setting up workflow triggers

Exploring opportunities in your own organization

• Framing scenarios
• Understanding how to ask questions
• Tying possibilities to your own business drivers
• Common opportunities
• Real world examples

Hands-on Exercises

• How to use MapReduce in Hadoop?
• How to use Yarn within Hadoop?
• Overview of HDFS commands
• Hands-on activities with Pig
• Hands-on activities with Hive/HCatalog
• Hands-on activities with Sqoop
• Demonstration of Oozie

Learning Objectives:

• Learn about the big data ecosystem
• Understand the benefits and ROI you can get from your existing data
• Learn about Hadoop and how it is transforming the workspace
• Learn about MapReduce and Hadoop Distributed File system
• Learn about using Hadoop to identify new business opportunities
• Learn about using Hadoop to improve data management processes
• Learn about using Hadoop to clarify results
• Learn about using Hadoop to expand your data sources
• Learn about scaling your current workflow to handle more users and lower your overall performance cost
• Learn about the various technologies that comprise the Hadoop ecosystem
• Learn how to write a simple mapreduce job from Java or your favorite programming language
• Learn how to use a very simple scripting language to transform your data
• Learn how to use a SQL like declarative language to analyze large quantities of data
• Learn how to connect your existing data warehouse to the Hadoop ecosystem
• Learn how to move your data to the Hadoop ecosystem
• Learn how to move the results of your data analysis to Business Intelligence Tools like Tableaux
• Learn how to automate your workflow using oozie
• Learn about polyglot persistence and identifying the right tool for the right job
• Learn about future trends in Big data and technologies to keep an eye on
• Discover tips and tricks behind successful Hadoop deployments

Target Audience:

Anybody who is involved with databases, data analysis, wondering how to deal with the mountains of data (anywhere gigabytes of user/log data etc to petabytes will benefit from this program). This course is perfect for:

• Business Analysts
• Software Engineers
• Project Managers
• Data Analysts
• Business Customers
• Team Leaders
• System Analysts

No prior knowledge of big data and/or Hadoop is required for this class. Some prior programming experience is a plus for this class, but not necessary.

Public Speaking Corporate Training: According to a 1973 survey by the Sunday Times of London, 41% of people list public speaking as their biggest fear. Forget small spaces, darkness, and spiders, standing up in front of a crowd and talking is far more terrifying for most people. Through this workshop your participants will become more confident and relaxed in front of an audience which will translate into a successful speaking event.

Leading Effective Teams Training: This training based on leading teams will help you to develop anyone that leads a team or is involved in a leadership role. It is also useful for those that are about to embark on a position of leadership or need to develop their leadership skills.

Train the Trainer Training: Whether you are preparing to be a professional trainer, or you are someone who does a bit of training as a part of their job, you always want to be prepared. Your participants will understand that training is a process where skills, knowledge, and attitudes are applied in a unique way.

Presentation Skills Training: In a survey carried out amongst experienced, middle and senior executives, designed to determine the things that they feared most, public speaking came out as number one. Death was eighth on the list! So, most of us would rather die than stand up and present!

Practical Sales Skills Training: These practical sales skills training has been developed for salespeople or people who are required to sell as part of their role. This course is applicable for both people relatively new to sales as well as those who have a lot of experience as the content is flexible enough to adapt to suit the audience.

Conflict Management Training: Disagreements, differences of opinion and conflicting perspectives on key issues inevitably arise in any context where people are working together.

Research has shown that workplace conflicts can become highly destructive. Negative emotions may be stirred up, poisoning team morale, creating stress and destroying relationships.

Power Query and Power Pivot for Excel Training: Power BI (including Power Query & Power Pivot) are the biggest Excel news items in the last 10 years. They give Excel users the power to draw information out of multiple sources, link it together then perform calculations on it that can then be sliced & diced any way you want.

Essential Management Skills Training: Every day, managers solve difficult problems, turn organisations around, and achieve astonishing performance. To be successful, every organisation needs good managers.

Manager Management Training: With this course, you will be able to provide the skills, guidance, and empowerment to your team of managers. They will then be better suited in leading and motivating their team and thus produce fantastic results. To be a successful manager means having a wide range of skills. Through this workshop, you will be able to disperse your knowledge and experience throughout your leadership team.

Sales Presentation Mastery Training: Sales are the absolute most essential component of any business, and selling skills are the most highly valued skills in today’s business landscape. The world's fastest growing and most successful businesses have one thing in common: they have effective sales people that drive their business forward.

Time Management Virtual Live Training: Personal time management skills are essential for professional success in any workplace. Those able to successfully implement time management strategies are able to control their workload rather than spend each day in a frenzy of activity reacting to crisis after crisis - stress declines and personal productivity soars! These highly effective individuals are able to focus on the tasks with the greatest impact to them and their organization.

Internet Marketing Fundamentals Virtual Live Training: Marketing has changed dramatically over the last decade. Marketing is all about communicating, and the Internet has completely changed the way people communicate. The Internet is a marketer's dream come true, especially with social media, as you have a low-cost marketing tool that can reach a large audience.

Personal Branding On-site Training: Personal Branding is identifying your assets, characteristics, strengths, and skills as an individual. Understanding Personal Branding will provide advantages in your participant’s personal and professional lives. Branding is a mix of how you present yourself and how others see you. It is important to be aware of how you are viewed.

With our Personal Branding course your participants will be able to share their vision and passions with others in your company. Utilize this knowledge through Social Media to define and influence how others see you. You are your brand so protect it. Live it.

Event Venue & Nearby Stays

For venue details reach us at [email protected], PH: + 61(0) 2 80155605, Sydney, Australia