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AWS Big Data Certification Training
4.5
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The AWS Big Data certification training prepares you for all aspects of hosting big data and performing distributed processing on the AWS platform and has been aligned to the AWS Certified Data Analytics – Specialty exam. This course is developed by industry leaders and aligned with the latest best practices.
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Eligibility & Pre-requisites
Eligibility
This AWS Big Data certification course is well-suited for experienced technology professionals who want to excel in the data engineering space.Pre-requisites
Participants in this AWS Big Data certification course should have basic knowledge of AWS technical essentials and a fair understanding of big data and Hadoop concepts.
AWS Big Data Training Overview
In this AWS Big Data certification course, you will become familiar with the concepts of cloud computing and its deployment models. This course covers Amazon’s AWS cloud platform, Kinesis Analytics, AWS big data storage, processing, analysis, visualization and security services, machine learning algorithms and much more.
Benefits
Worldwide revenues for Big Data and Business Analytics solutions will reach $260 billion in 2022 with a CAGR of 11.9% as per International Data Corporation (IDC)
Average Salary of Big Data Hadoop Developers is $135,000 (Indeed.com salary data)
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CA: 1-416-569-4606
WhatsApp – 1-416-569-4606
Email – contact@voisap.com
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Skills Covered
AWS Quicksight
Kinesis streams
AWS Lambda and Glue
s3 and DynamoDB
Redshift
Amazon RDS
Hive on EMR
HBase with EMR
AWS Aurora
Training Options
Batches
(Online, In-Class)
- Lifetime access to high-quality eLearning
- 2000 Step-by-Step Screenshots, SAP Books
- Lifetime System Access
- Free Accounts and Excel Sessions
- 24x7 learner Whatsapp assistance and support
- Professional Resume
- Intense Interview Preparation
- Linkedin Preparation
- Free 6 Months On-the-Job Support
One-on-One (Recommended)
(Online, In-Class)
- EVERYTHING OF BATCHES PLUS...
- Lifetime System Access
- Schedule Sessions at your convenience, ANYDAY, ANYTIME
- Ability to cancel, postpone, reschedule sessions (No anxiety of missing sessions)
- Missed sessions? No Problem, Join Full Training as many times
- Access to Realtime Project Documents as Samples
- Access to Exclusive VoiSAP Practice Guides
CORPORATE TRAINING
(Online, Client sight)
Customized to your team's needs
- EVERYTHING OF BATCHES PLUS...
- Customized Training for your Business Processes
- Customized Training Manuals, Documents
- Well Experienced Corporate Trainers
- Simulation test papers for self-assessment
- Simulation test papers for self-assessment
- 24x7 learner assistance and support
Course Currilcum
Section 1 Big Data on AWS Certification Course Overview
Overview of Big Data on AWS Certification Course
04:222.Course Introduction
02:39
Section 2 Big Data on AWS Introduction
1. Learning Objective
00:532.Cloud computing and it's advantages
03:293.Cloud Computing Models
05:024.Cloud Service Categories
04:185. AWS Cloud Platform
03:546.Design Principles - Part One
04:167. Design Principles - Part Two
03:578.Why AWS for Big Data - Reasons and Challenges
01:489.Databases in AWS
06:4710.Data Warehousing in AWS
02:0011.Redshift, Kinesis and EMR
05:3312.DynamoDB, Machine Learning and Lambda
05:0113.Elastic Search Services and EC2
02:5114.Key Takeaways
00:34
Section 3 AWS Big Data Collection Services
1.Learning Objective
00:542.Amazon Kinesis and Kinesis Stream
02:423.Kinesis Data Stream Architecture and Core Components
04:014.Data Producer
04:455.Data Consumer
03:116.Kinesis Stream Emitting Data to AWS Services and Kinesis Connector Library
04:307.Kinesis Firehose
06:208.Transferring Data Using Lambda
04:359.Amazon SQS, Lifecycle and Architecture
06:2510.IoT and Big Data
03:2511.IoT Framework
04:2112.AWS Data Pipelines and Data Nodes
05:0813.Activity, Pre-condition and Schedule
02:4714Key Takeaways
00:44
Section 4 AWS Big Data Storage Services
1.Learning Objective
00:332.Amazon Glacier and Big Data
03:493.DynamoDB Introduction
05:414.DynamoDB and EMR
01:415.DynamoDB Partitions and Distributions
04:086.DynamoDB GSI LSI
02:557.DynamoDB Stream and Cross Region Replication
04:068.DynamoDB Performance and Partition Key Selection
03:249.Snowball and AWS Big Data
01:1410.AWS DMS
01:2311.AWS Aurora in Big Data
03:2412.Demo - Amazon Athena Interactive SQL Queries for Data in Amazon S3 – Part 2
03:5913.Key Takeaways
00:34
Section 5 AWS Big Data Processing Services
1.Learning Objective
00:422.Amazon EMR
03:413.Apache Hadoop
04:104.EMR Architecture
06:535.EMR Releases and Cluster
02:126.Choosing Instance and Monitoring
06:077.Demo - Advance EMR Setting Options
03:308.Hive on EMR
01:069.HBase with EMR
05:5010.Presto with EMR
02:0711.Spark with EMR
06:1212.EMR File Storage
02:4813.AWS Lambda
03:4914.Key Takeaways
00:32
Section 6 Analysis
1.Learning Objective
00:442.Redshift Intro and Use cases
03:023.Redshift Architecture
06:174.MPP and Redshift in AWS Eco-System
05:135.Columnar Databases
03:376.Redshift Table Design - Part 2
05:067.Demo - Redshift Maintenance and Operations
01:448.Machine Learning Introduction
04:029.Machine Learning Algorithm
04:0910.Amazon SageMaker
00:5711.Amazon Elasticsearch
04:3412.Amazon Elasticsearch Services
05:2213.Demo - Loading Dataset into Elasticsearch
01:1814.Logstash and R Studio
01:5115.Demo - Fetching the File and Analyzing it using RStudio
03:4816.Athena
02:4117.Demo - Running Query on S3 using the Serverless Athena
04:5718.Key Takeaways
00:26
Section 7 Visualization
1.Learning Objective
00:372. Introduction to Amazon QuickSight
04:573.Visual Types
03:484.Story
02:155.Big Data Visualization
03:336.Key Takeaways
00:26
Section 8 Security
1.Learning Objective
00:402.EMR Security and Security Group
02:193.Roles and Private Subnet
02:274.Encryption at Rest and In-transit
03:095.Redshift Security
05:336.Encryption at Rest using HSM
02:397.Cloud HSM vs AWS KMS
02:328.Limit Data Access
01:249.Key Takeaways
00:28
Section 9 Live Virtual Class Curriculum Course Introduction
Overview of AWS Certified Data Analytics - Speciality Course
Overview of the Certification
Overview of the Course
Project highlights
Course Completion Criteria
Section 10 Collection
AWS Big Data Collection Services
Fundamentals of Amazon Kinesis
Loading Data into Kinesis Stream
Assisted Practice: Loading Data into Amazon Storage
Kinesis Data Stream High-Level Architecture
Kinesis Stream Core Concepts
AWS Services and Amazon Kinesis Data Stream
How to Put Data into Kinesis Stream?
Kinesis Connector Library
Amazon Kinesis Data Firehose
Assisted Practice: Transfer Data into Delivery Stream using Firehose
Assisted Practice: Transfer VPC Flow log to Splunk using Firehose
Data Transfer using AWS Lambda
Assisted Practice: Backing up data in Amazon S3 using AWS Lambda
Amazon SQS
IoT and Big Data
Amazon IoT Greengrass
AWS Data Pipeline
Components of Data Pipeline
Assisted Practice: Export MySQL Data to Amazon S3 Using AWS Data Pipeline
Key Takeaways
Streaming Data with Kinesis Data Analytics
Section 11 Storage
AWS Bigdata Storage services
Data lakes and Analytics
Data Management
Data Life Cycle
Fundamentals of Amazon Glacier
Glacier and Big Data
DynamoDB Introduction
DynamoDB: Core Components
Assisted Practice: Perform operations on DynamoDB table
DynamoDB in AWS Eco-System
DynamoDB Partitions
Data Distribution
DynamoDB GSI and LSI
DynamoDB Streams
Use cases: Capturing Table Activity with DynamoDB Streams
Cross-Region Replication
Assisted Practice: Create a Global Table using DynamoDB
DynamoDB Performance: Deep Dive
Partition Key Selection
Snowball & AWS BigData
Assisted Practice: Data Migration using AWS Snowball
AWS DMS
AWS Aurora in BigData
Assisted Practice: Create and Modify Aurora DB Cluster
Storing and Retrieving the Data from DynamoDB
Section 12 Processing I
AWS Bigdata Processing Services
Overview of Amazon Elastic MapReduce (EMR)
EMR Cluster Architecture
Apache Hadoop
Apache Hadoop Architecture
Storage Options
EMR Operations
AWS Cluster
Assisted Practice: Create a cluster in S3
Assisted Practice: Monitor a Cluster in S3
Using Hue with EMR
Assisted Practice: Launch HUE Web Interface on Amazon EMR
Setup Hue for LDAP
Assisted Practice: Configure HUE for LDAP Users
Hive on EMR
Assisted Practice: Set Up a Hive Table to Run Hive Commands
Key Takeaways
Section 13 Processing II
Using HBase with EMR
HBase Architecture
Assisted Practice: Create a cluster with HBase
HBase and EMRFS
Presto with EMR
Presto Architecture
Fundamentals of Apache Spark
Apache Spark Architecture
Assisted Practice: Create a cluster with Spark
Apache Spark Integration with EMR
Fundamentals of EMR File System
Amazon Simple Workflow
AWS Lambda in Big Data Ecosystem
AWS Lambda and Kinesis Stream
AWS Lambda and RedShift
HCatalog
Key Takeaways
Real-Time Application with Apache Spark and AWS EMR
Section 14 ETL with Redshift
Introduction to AWS Bigdata Analysis Services
Fundamentals of Amazon Redshift
Amazon RedShift Architecture
Assisted Practice: Launch a Cluster, Load Dataset, and Execute Queries
RedShift in the AWS Ecosystem
Columnar Databases
Assisted Practice: Monitor RedShift Maintenance and Operations
RedShift Table Design
Choosing the Distribution Style
Redshift Data types
RedShift Data Loading
COPY Command for Data Loading
RedShift Loading Data
Key Takeaways
Section 15 Analysis with Machine Learning
Fundamentals of Machine Learning
Workflow of Amazon Machine Learning
Use cases
Machine learning Algorithms
Amazon SageMaker
Machine learning with Amazon Sagemaker
Assisted Practice: Build, Train, and Deploy a Machine Learning Model
Elasticsearch
Amazon Elasticsearch Service
Zone Awareness
Logstash
RStudio
Assisted Practice: Fetch the File and Run Analysis using RStudio
Amazon Athena
Assisted Practice: Execute Interactive SQL Queries in Athena
AWS Glue
Key Takeaways
Fraud Detection Using Classification Algorithms on AWS Sagemaker
Section 16 Analysis and Visualization
Introduction to AWS Bigdata Visualization Services
Amazon QuickSight
Amazon QuickSight - Workflow and Use Cases
Assisted Practice: Analyze the marketing campaign
Working with data
Assisted Practice: Analyze the marketing campaign using data from Amazon S3
Assisted Practice: Analyze the marketing campaign using data from Presto
Amazon QuickSight: Visualization
Assisted Practice: Create Visuals
Amazon QuickSight: Stories
Assisted Practice: Create a Storyboard
Amazon QuickSight: Dashboard
Assisted Practice: Create a Dashboard
Data Visualization: Other Tools
Kibana
Assisted Practice: Create a Dashboard on Kibana
Key Takeaways
Exploratory Data Analysis Using AWS QuickSight
Section 17 Big Data on AWS Introduction
Introduction to AWS Bigdata Visualization Services
Amazon QuickSight
Amazon QuickSight - Workflow and Use Cases
Assisted Practice: Analyze the marketing campaign
Working with data
Assisted Practice: Analyze the marketing campaign using data from Amazon S3
Assisted Practice: Analyze the marketing campaign using data from Presto
Amazon QuickSight: Visualization
Assisted Practice: Create Visuals
Amazon QuickSight: Stories
Assisted Practice: Create a Storyboard
Amazon QuickSight: Dashboard
Assisted Practice: Create a Dashboard
Data Visualization: Other Tools
Kibana
Assisted Practice: Create a Dashboard on Kibana
Key Takeaways
Exploratory Data Analysis Using AWS QuickSight
Section 18 Security
Introduction to AWS Bigdata Security
EMR Security
EMR Security: Best Practices
Roles
Fundamentals of Redshift Security
Data Protection and Encryption
Master Key, Encryption, and Decryption Process
Amazon Redshift Database Encryption
Key Management Services(KMS) Overview
Encryption using Hardware Security Modules
STS and Cross Account Access
Cloud Trail
Key Takeaways
Section 19 Practice Projects
Section 20 AWS Technical Essentials
Lesson 01 Introduction to Cloud Computing
01:31:19Preview01 Course Introduction - Simplilearn
01:4502 Course Agenda
02:4603 Need for Cloud Computing
12:3104 what is cloud computing? - A
05:2405 What is Cloud Computing? - B
05:5606 What is Cloud Made up of?
12:0107 benefits of cloud computing
09:1108 Key concepts and Terminology
05:3809 Economies of scale
01:2010 capex vs opex
02:5411 What is a Public cloud
01:4612 characteristics of Public Cloud
01:2113 What is Private CLoud?
01:2214 Characteristics of Private CLoud
01:3415 What is Hybrid cloud?
01:0116 Characteristics of Hybrid CLoud
01:1117 review and what next
00:2918 What is IAAS?
03:5419 Use cases of IAAS
01:4520 what is paas?
02:0621 Use Cases of PAAS
03:3522 What is saas?
02:2823 What is Shared Responsibility Model?
09:21
Lesson 02 First Steps into Amazon Web Services
29:201 Foot Prints of Amazon Web Services - Datacenters
13:582 AWS Console Tour
09:323 Free access to AWS
02:584 Creating a Free AWS Account
02:52
Lesson 03 Identity and Access Management (IAM)
27:161 Identity Access Management ( IAM ) - Part A
08:502 Identity Access Management ( IAM ) - Part B
03:193 Identity Access Management ( IAM ) - Part C
08:234 Identity Access Management ( IAM ) - Part D
04:195 Identity Access Management ( IAM ) - Part E
02:25
Lesson 04 Networking in AWS - Virtual Private Clouds
40:46Preview1 Networking Fundamentals - Part A
03:582 Networking Fundamentals - Part B
08:063 Conceptial Overview of VPC
04:454 AWS VPC - Walkthrough
16:515 NACLS and Security Groups
07:06
Lesson 05 Elastic Compute Cloud (EC2)
55:311 What is Compute
04:422 AWS Compute Services
13:253 EC2 Instance - Lab Activity
23:054 EC2- Connecting to Windows Machine
06:295 Ec2 Instance - Linux Instance
07:50
Lesson 06 AWS Storage
45:25Preview1 Storage Fundamentals
08:212 AWS S3 - Simple Storage Services
11:323 AWS S3 - Simple Storage Services - B
06:254 AWS S3 Storage Classes and Data Lifecycle
13:105 AWS Storage Gateway
05:57
Lesson 07 Load Balancing and Autoscaling
14:12Preview1 AutoScaling
06:012 Elastic Load Balancer Lab
03:513 Load balancing and Autoscaling Introduction
04:20
Lesson 08 DNS and Content Delivery Networks
23:401 Route 53
12:162 Cloud Front
11:24
Lesson 09 Monitoring, Auditing and Alerts
45:04Preview1 Cloud Watch
15:472 Cloud Trail
05:533 Simple Notification Services
07:464 AWS Config
03:325 AWS Config LAB
09:506 AWS CloudTrail vs. CloudWatch vs. Config
02:16
Lesson 10 Databases
18:221 SQL - RDS
09:342 NO SQL Dynamo DB
04:203 ElastiCache and Redis
04:28
Lesson 11 Serverless Computing
05:341 AWS Lambda
05:34
Lesson 12 Security and Compliance
15:04Preview1 Shared Responsibilty Model
05:062 Security and Compliance Services
07:393 AWS KMS
02:19
Lesson 13 AWS Pricing, Billing, and Support Services
29:02Preview1 AWS organizations
03:002 AWS Organizations - Lab Demonstration
07:433 AWS Pricing
05:164 AWS Billing and Cost Tools
04:244 AWS Support Plans and Trusted Advisor
05:515 AWS Whitepapers
02:48
Lesson 14 Conclusion
02:31Preview1 Course Conclusion
02:31
Practice Project
AWS Tech Essentials Project – Media
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Sweety Shah
2021-01-06
I have started SAP MM training from voisap and I can say that’s the best decision of my life. Highly satisfied with the training.
akanksha baweja
2021-01-05
Would not lie, it all started with skepticism, if I should enroll for SAP FICO course at the institution or no. Took the leap of faith then and today I am half way through the course and with confidence and without any bias believe Voisap to be the best platform to gain in-depth knowledge of SAP modules. Truly appreciate Gourav's support in the learning process, the flexibility offered with the class schedules and making it as easy for a novice to get started with ERP system. Voisap is the assured way to quench my desire for learning more about SAP.
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2021-01-05
Himani Thakkar
2021-01-05
Voisap is best. Trainers, material, support is amazing. Most importantly for me, resume and interview preparation was the key as I had no exposure to SAP MM training.
My trainer at voisap worked for my resume and prepared me for the interviews. Online version is also amazing in this covid lockdown.
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2020-12-30
Initially I was skeptical to join voisap but My friend suggested to join for SAP MM training. I can confidently say that the material, training, support is excellent, especially whatsapp support.
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2020-12-28
Awesome experience. Gaurav is an excellent instructor for SAP. If you are looking for a sap course this is the correct address!
akshay nyamala
2020-12-28
Voisap has become the only platform building professionals in the Accounting and consulting sector. The tutors are available in flexible timing depending upon our schedules. I have enrolled for SAP FICO. The classes are offered with the real time scenarios which makes us learn SAP in the most efficient way possible. I would suggest every accounting graduate who is looking for an exciting career in consulting to enroll this course. I would personally thank Gourav for all the resources offered and materials for preparations
Priyanka Hans
2020-12-20
VoiSAP is that perfect platform where you can get a very effective and quality classes for SAP modules. I was taking classes for SAP FICO and Gourav Sir strives to ensure that student understands the concepts and also apply to whatever learnt in jobs. Overall, it was a great learning experience with VoiSAP. Grateful.
Kapil Thakar
2020-12-15
I really appreciate all the effort put by Mr Gourav to trained me in SAP Finance Module. Apart from great teaching skills and flexible timing, what I liked the most is that how he motivated me to take up the course and pursue in this field and unlocked my potential. The one on one session is great as it gives opportunity to ask many questions. Right from the training till the job search, there was constant communication between us. He also prepared me for job interviews and help to redesign Resume according to the job position. Thank you Mr. Gourav for being excellent tutor and my career guide.
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2020-11-10
I really thank gourav for giving me a professional training in SAP. His ideas and strategies works well in the interview preparation as well. I just got 2 interview calls on the first day of applying jobs. Thank you Gourav and I hope you spread your knowledge of SAP to many students.
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Certification
As part of our eLearning program, you will be practically involved in various projects and assignments, which include Realtime Project Scenarios as well. This gives you realtime practical industry exposure.
VoiSAP’s certificate will be issued once you successfully complete the training which includes practicals, assignments and quiz.
VoiSAP’s certification training is recognized by more than 500 top MNCs, including CGI, Accenture, Walmart, Amazon, IMAX, Sony, RBC, HSBC, Standard Chartered Bank, IBM, Infosys, Lafarge, TCS, and many more.
SAP FICO Training FAQs
Big Data on AWS is all about fitting AWS solutions inside a Big Data ecosystem. It includes knowledge of cloud-based Big data solutions such as Amazon EMR, Amazon Kinesis, Amazon Redshift, and Amazon Athena. Moreover, you’ll understand how to leverage best practices for designing Big Data environments for security, analysis, and cost-effectiveness.
Beginners who are interested to learn how to build Big Data solutions on AWS can get started by referring to project guides, tutorials, or guided labs offered by AWS. However, this AWS Big Data certification training is curated for beginners, and enrolling in it can help you learn all the important concepts clearly.
Yes, the training and course material offered by Simplilearn is aligned with the exam changes introduced by AWS and assist you in preparing for the DAS-C01 exam.
You can enroll for this AWS Big Data certification training on our website and make an online payment using any of the following options:
- Visa Credit or Debit Card
- MasterCard
- American Express
- Diner’s Club
- PayPal
Once payment is received, you will automatically receive a payment receipt and access information via email.
You will get access to our e-learning content, practice simulation tests, and an online participant handbook that cross-references the e-learning to reinforce what you’ve learned.
Online classroom training for the AWS Big Data certification course is conducted via online live streaming of each class. The classes are conducted by an AWS Big Data certified trainer with more than 15 years of work and training experience.