Post on 22-Nov-2021
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AWS Big Data Certification Training 1 | P a g e
AWS Big Data Certification Training
AWS Big Data Certification Training 2 | P a g e
Table of Contents
1. About the Program
2. About Intellipaat
3. Key Features
4. Career Support
5. Who should take up this course?
6. Program Curriculum
7. Project Work
8. Certification
9. Intellipaat Success Stories
10. Contact Us
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About the Program
This AWS Big Data certification course is led by industry experts from top organizations.
Here, you will gain in-depth knowledge of AWS Big Data concepts, such as AWS IoT
(Internet of Things), Kinesis, Amazon DynamoDB, Amazon Machine Learning (AML), data
analysis, data processing technologies, data visualization, and more. As part of this AWS
Big Data training, you will be awarded an industry-recognized AWS Big Data Certification
from Intellipaat.
About Intellipaat
Intellipaat is one of the leading e-learning training providers with more than 600,000
learners across 55+ countries. We are on a mission to democratize education as we
believe that everyone has the right to quality education.
Our courses are delivered by subject matter experts from top MNCs, and our world-class
pedagogy enables learners to quickly learn difficult topics in no time. Our 24/7 technical
support and career services will help them jump-start their careers in their dream
companies.
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Key Features
32 HRS INSTRUCTOR-LED
TRAINING
24 HRS SELF-PACED TRAINING
LIFETIME ACCESS
24/7 TECHNICAL SUPPORT INDUSTRY-RECOGNIZED
CERTIFICATION
JOB ASSISTANCE THROUGH
80+ CORPORATE TIE-UPS
FLEXIBLE SCHEDULING
40 HRS REAL-TIME
PROJECT WORK
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Career Support
SESSIONS WITH INDUSTRY MENTORS
Attend sessions from top industry experts and get guidance on how to boost
your career growth
MOCK INTERVIEWS
Mock interviews to make you prepare for cracking interviews by top employers
GUARANTEED INTERVIEWS & JOB SUPPORT
Get interviewed by our 400+ hiring partners
RESUME PREPARATION
Get assistance in creating a world-class resume from our career services team
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Who should take up this course?
Professionals who can take up this course include:
SysOps Administrators
Solutions Architects
Data Analysts
Data Scientists
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Program Curriculum
AWS Big Data Course Content
INTRODUCTION TO BIG DATA & DATA COLLECTION
Introduction to Big Data
Big Data tools available in AWS
Why Big Data on AWS?
What is AWS Kinesis?
How does Kinesis work?
Features of AWS Kinesis
AWS Kinesis components
Kinesis Data Streams
Enhanced fan-out in AWS Kinesis
Kinesis Data Firehose
Amazon SQS
AWS Data Pipeline
Hands-on Exercise: Creating, deleting, and managing an AWS Kinesis Stream
INTRODUCTION TO CLOUD COMPUTING & AWS
What is Cloud Computing?
Cloud service and deployment models
How AWS is the leader in the cloud domain
Various Cloud Computing products offered by AWS
Introduction to AWS S3, EC2, VPC, EBS, ELB, and AMI
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AWS architecture, AWS Management Console, and virtualization in AWS (Xen
hypervisor)
What is auto-scaling?
AWS EC2 best practices and cost involved
Hands-on Exercise: Setting up of AWS account, launching an EC2 instance, the process
of hosting a website, and launching a Linux virtual machine using an AWS EC2 instance
ELASTIC COMPUTE & STORAGE VOLUMES
Introduction to EC2
Regions and availability zones (AZs)
Pre-EC2 and EC2 instance types
Comparing Public IP and Elastic IP
Demonstrating how to launch an AWS EC2 instance
Introduction to AMIs and creating and copying an AMI
Introduction to EBS
EBS volume types
EBS Snapshots
Introduction to EFS
Instance tenancy: Reserved and spot instances
Pricing and design patterns
Hands-on Exercise: Launching an EC2 instance, creating an AMI of the launched
instance, copying the AMI to another region, creating an EBS volume, attaching the EBS
volume to an instance, taking the backup of an EBS volume, creating an EFS volume, and
mounting the EFS volume to two instances
VIRTUAL PRIVATE CLOUD
What is Amazon VPC?
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VPC as a networking layer for EC2
IP address and CIDR notations
Components of VPC: Network interfaces, route tables, internet gateway and NAT
Security in VPC: Security groups and NACL, types of VPC, subnets, VPC peering
with scenarios, VPC endpoints, VPC pricing, and design patterns
Hands-on Exercise: Creating a VPC and subnets, creating a 3-tier architecture with
security groups, NACL, Internet gateway and NAT gateway, and creating a complete VPC
architecture
STORAGE - SIMPLE STORAGE SERVICE (S3)
Introduction to AWS storage
Pre-S3: Online cloud storage
API and S3 consistency models
Storage hierarchy and buckets in S3
Objects in S3, metadata and storage classes, object versioning, object life cycle
management, cross-region replication, data encryption, connecting using VPC
endpoint, and S3 pricing
Hands-on Exercise: Creating an S3 bucket, uploading objects to the S3 bucket, enabling
object versioning in the S3 bucket, setting up life cycle management for only a few objects,
setting up life cycle management for all objects with the same tag, and static website
hosting using S3
DATABASES & IN-MEMORY DATASTORES
What is a database? Types of databases and databases on AWS
Introduction to Amazon RDS
Multi-AZ deployments and features of RDS
Read replicas in RDS and reserved DB instances
RDS pricing and design patterns
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Introduction to Amazon Aurora, benefits of Aurora, Aurora pricing, and design
patterns
Introduction to DynamoDB, components of DynamoDB, DynamoDB pricing, and
design patterns
What is Amazon Redshift? Advantages of Redshift
What is ElastiCache? Why ElastiCache?
Hands-on Exercise: Launching a MySQL RDS instance, modifying an RDS instance,
connecting to the DB instance from your machine, creating a multi-az deployment, creating
an Aurora DB cluster, creating an Aurora replica, and creating a DynamoDB table
DATA STORAGE
What is S3 Glacier?
Accessing Amazon S3 Glacier
Glacier Vaults
Glacier Archives
What is Amazon DynamoDB?
How does DynamoDB work?
Accessing DynamoDB through Portal and CLI
DynamoDB tables and items
DynamoDB indexes
DynamoDB streams and replication
Dynamo backup and restore
DynamoDB best practices
Introduction to RDS
Basics of RDS
Hands-on Exercise: Creating a table and loading data, replicating data to another table
and backing up, and creating a MySQL database
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DATA PROCESSING
Amazon EMR
Apache Hadoop
Hue with EMR
HBase with EMR
Spark with EMR
AWS Lambda for the Big Data ecosystem
HCatalog
Glue
Glue Lab
Hands-on Exercise: EMR cluster creation, adding steps to EMR, using Hue with EMR,
using HBase with EMR, using Spark with EMR, using HCatalog with Hive on EMR, and
using Glue
DATA ANALYSIS
What is Amazon Redshift?
Data Warehouse System Architecture
Redshift Concepts
Designing tables
Loading data to Redshift
Redshift workload management
Tuning query performance
Best practices using Redshift
Amazon Machine Learning
Amazon ML key concepts
Using Amazon ML
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What is Amazon Athena?
When should you use Athena?
Running queries using Athena
What is Amazon Elasticsearch Service?
Features of Amazon Elasticsearch Service
ES domains
Hands-on Exercise: Creating a Redshift cluster, creating read replicas, loading data into
the cluster, running queries using the Redshift Query Editor, backing up the cluster,
running a sample ML model in Amazon ML, creating a database in Athena, and running
queries
DATA VISUALIZATION & DATA SECURITY
What is Amazon QuickSight?
How does Amazon QuickSight work?
QuickSight SPICE
Setting up Amazon QuickSight
Data sources and datasets
Creating your own analysis in QuickSight
QuickSight visualization
QuickSight dashboards
Security best practices
EMR security
Redshift security
Introduction to Microstrategy
Hands-on Exercise: Setting up Amazon QuickSight, creating a dataset in QuickSight,
creating various visualizations using the dataset, and creating a QuickSight dashboard of
the created visuals
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Project Work
AWS Big Data Projects
Project 1: Integration of Big Data with AWS
Domain: Cloud
Problem Statement: Integrate your organization’s Big Data to the AWS cloud to make it
accessible
Topics: ML regression model, Redshift, and Glacier
Highlights:
Implementing ML regression model
Adapting Redshift
Using Glacier
Project 2: Big Data Analysis
Domain: Big Data
Problem Statement: As an IT professional, analyze the Big Data of your organization
Topics: Kinesis Data Streams, Apache Hadoop, and Amazon QuickSight
Highlights:
Understanding Kinesis Data Streams
Utilizing Apache Hadoop
Handling Amazon QuickSight visualization
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Certification After the completion of the course, you will get a certificate from Intellipaat.
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Success Stories
Kevin K Wada
Thank you very much for your top-class service. A special mention
should be made for your patience in listening to my queries and giving
me a solution, which was exactly what I was looking for. I am giving you
a 10 on 10!
Sampson Basoah
The Intellipaat team helped me in selecting the perfect course that suits
my profile. The whole course was practically oriented, and the trainers
were always ready to answer any question. I found this course to be
impactful. Thank you.
Ashwani Kumar
Everything was so well explained. I liked the format and the materials.
By far, the best online training I have ever attended. I have never seen
such amazing trainers with excellent knowledge and answering
capabilities.
Sugandha Sinha
Intellipaat's course instructors were excellent and well-versed with their
concepts. The support team solved all my queries within the promised
24 hours. They explained all topics and concepts well, and the course
material was updated and included videos, exercises, etc. I would highly
recommend Intellipaat to those who wish to excel in the IT field.
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CONTACT US
INTELLIPAAT SOFTWARE SOLUTIONS PVT. LTD.
Bangalore
AMR Tech Park 3, Ground Floor, Tower B, Hongasandra Village, Bommanahalli, Hosur Road, Bangalore – 560068 USA
1219 E. Hillsdale Blvd. Suite 205, Foster City, CA 94404 If you have any further queries or just want to have a conversation with us, then do call us.
IND: +91-7022374614 | US: 1-800-216-8930