AWS Certified Big Data Specialty 2024 - In Depth & Hands On!
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AWS Certified Big Data Specialty 2024 - In Depth & Hands On! at UDEMY Overview
Total fee | ₹12,800 |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Credential | Certificate |
AWS Certified Big Data Specialty 2024 - In Depth & Hands On! at UDEMY Highlights
- Compatible on Mobile and TV
- Earn a Cerificate on successful completion
- Get Full Lifetime Access
- Learn from Sundog Education by Frank Kane
AWS Certified Big Data Specialty 2024 - In Depth & Hands On! at UDEMY Course details
- Experienced technologists seeking certification in Big Data technologies on Amazon Web Services.
- Maximize your odds of passing the AWS Certified Big Data exam
- Move and transform massive data streams with Kinesis
- Store big data with S3 and DynamoDB in a scalable, secure manner
- Process big data with AWS Lambda and Glue ETL
- Use the Hadoop ecosystem with AWS using Elastic MapReduce
- Apply machine learning to massive data sets with Amazon ML, SageMaker, and deep learning
- Analyze big data with Kinesis Analytics, Amazon Elasticsearch Service, Redshift, RDS, and Aurora
- Visualize big data in the cloud using AWS QuickSight
- [v2020: The course is fully updated today and will be kept up-to-date all of 2020, including for the new AWS Certified Data Analytics - Specialty DAS-C01 exam revision (the update will be provided for free in this course). Happy learning! ] The AWS Certified Big Data Specialty Exam is one of the most challenging certification exams you can take from Amazon. Passing it tells employers in no uncertain terms that your knowledge of big data systems is wide and deep. But, even experienced technologists need to prepare heavily for this exam. This course sets you up for success, by covering all of the big data technologies on the exam and how they fit together. Best-selling Udemy instructors Frank Kane and St??????????????phane Maarek have teamed up to deliver the most comprehensive and hands-on prep course we've seen. Together, they've taught over 300,000 people around the world. This course combines St??????????????phane's depth on AWS with Frank's experience in Big Data, gleaned during his 9-year career at Amazon itself. Both Frank and St??????????????phane have taken and passed the exam themselves on the first try. The world of big data on AWS includes a dizzying array of technologies and services. Just a sampling of the topics we cover in-depth are: Streaming massive data with AWS Kinesis Queuing messages with Simple Queue Service ( SQS ) Wrangling the explosion data from the Internet of Things (IOT) Transitioning from small to big data with the AWS Database Migration Service (DMS) Storing massive data lakes with the Simple Storage Service ( S3 ) Optimizing transactional queries with DynamoDB Tying your big data systems together with AWS Lambda Making unstructured data query-able with AWS Glue Processing data at unlimited scale with Elastic MapReduce , including Apache Spark , Hive , HBase , Presto , Zeppelin , Splunk , and Flume Predicting values and classifications with the Amazon Machine Learning Service Applying neural networks at massive scale with Deep Learning, MXNet, and Tensorflow Applying advanced machine learning algorithms at scale with Amazon SageMaker Analyzing streaming data in real-time with Kinesis Analytics Searching and analyzing petabyte-scale data with Amazon Elasticsearch Service Querying S3 data lakes with Amazon Athena Hosting massive-scale data warehouses with Redshift and Redshift Spectrum Integrating smaller data with your big data, using the Relational Database Service ( RDS ) and Aurora Visualizing your data interactively with Quicksight Keeping your data secure with encryption, KMS , HSM , IAM , Cognito , STS , and more Throughout the course, you'll have lots of opportunities to reinforce your learning with hands-on exercises and quizzes . And when you're done, this course includes a practice exam that's very similar to the real exam in difficulty, length, and style - so you'll know if you're ready before you invest in taking it. We'll also arm you with some valuable test-taking tips and strategies along the way. Big Data is an advanced certification, and it's best tackled by students who have already obtained associate-level certification in AWS and have some real-world industry experience. This exam is not intended for AWS beginners. You want to go into the AWS Certified Big Data Specialty Exam with confidence, and that's what this course delivers. Hit the enroll button , and we're excited to see you in the course... and ultimately to see you get your certification!
AWS Certified Big Data Specialty 2024 - In Depth & Hands On! at UDEMY Curriculum
Introduction
Course Overview
Introducing our Hands-On Case Study: Cadabra.com
About the Upcoming AWS Certified Data Analytics Exam...
Udemy 101
Get the Course Materials
Cost of the Course + AWS Budget Setup
Domain 1: Collection
Collection Section Introduction
Kinesis Data Streams Overview
Kinesis Producers
Kinesis Consumers
Kinesis Enhanced Fan Out
Kinesis Scaling
Kinesis Security
Kinesis Data Firehose
[Exercise] Kinesis Firehose, Part 1
[Exercise] Kinesis Firehose, Part 2
[Exercise] Kinesis Firehose, Part 3
Troubleshooting Info for the Following Exercise
[Exercise] Kinesis Data Streams
SQS Overview
Kinesis Data Streams vs SQS
IoT Overview
IoT Components Deep Dive
Database Migration Service (DMS)
Direct Connect
Snowball
Domain 2: Storage
S3 Overview
S3 Storage Tiers
S3 Lifecycle Rules
S3 Versioning
S3 Cross Region Replication
S3 ETags
S3 Performance
S3 Encryption
S3 Security
Glacier & Vault Lock Policies
DynamoDB Overview
DynamoDB RCU & WCU
DynamoDB Partitions
DynamoDB APIs
DynamoDB Indexes: LSI & GSI
DynamoDB DAX
DynamoDB Streams
DynamoDB TTL
DynamoDB Security
[Exercise] DynamoDB
ElastiCache Overview
Domain 3: Processing
Section Introduction: Processing
What is AWS Lambda?
Lambda Integration - Part 1
Lambda Integration - Part 2
Lambda Costs, Promises, and Anti-Patterns
[Exercise] AWS Lambda
What is Glue? + Partitioning your Data Lake
Glue, Hive, and ETL
Glue ETL: Developer Endpoints, Running ETL Jobs with Bookmarks
Glue Costs and Anti-Patterns
Elastic MapReduce (EMR) Architecture and Usage
EMR, AWS integration, and Storage
EMR Promises; Intro to Hadoop
Intro to Apache Spark
Spark Integration with Kinesis and Redshift
Hive on EMR
Pig on EMR
HBase on EMR
Presto on EMR
Zeppelin and EMR Notebooks
Hue, Splunk, and Flume
S3DistCP and Other Services
EMR Security and Instance Types
[Exercise] Elastic MapReduce, Part 1
[Exercise] Elastic MapReduce, Part 2
Machine Learning 101
Classification Models
Amazon ML Service
SageMaker
Note: Amazon Machine Learning Service is now deprecated!
[Exercise] Amazon Machine Learning, Part 1
[Exercise] Amazon Machine Learning, Part 2
Deep Learning 101
AWS Data Pipeline
AWS Step Functions
Domain 4: Analysis
Section Introduction: Analysis
Intro to Kinesis Analytics
Kinesis Analytics Costs; RANDOM_CUT_FOREST
[Exercise] Kinesis Analytics, Part 1
[Exercise] Kinesis Analytics, Part 2
Intro to Elasticsearch
Amazon Elasticsearch Service
[Exercise] Amazon Elasticsearch Service, Part 1
[Exercise] Amazon Elasticsearch Service, Part 2
[Exercise] Amazon Elasticsearch Service, Part 3
Intro to Athena
Athena and Glue, Costs, and Security
[Exercise] AWS Glue and Athena
Redshift Intro and Architecture
Redshift Spectrum and Performance Tuning
Redshift Durability and Scaling
Redshift Distribution Styles
Redshift Sort Keys
Redshift Data Flows and the COPY command
Redshift Integration / WLM / Vacuum / Anti-Patterns
Redshift Resizing (elastic vs. classic) and new Redshift features in 2020
[Exercise] Redshift Spectrum, Pt. 1
[Exercise] Redshift Spectrum, Pt. 2
Amazon Relational Database Service (RDS) and Aurora
Domain 5: Visualization
Section Introduction: Visualization
Intro to Amazon Quicksight
Quicksight Pricing and Dashboards; ML Insights
Choosing Visualization Types
[Exercise] Amazon Quicksight
Other Visualization Tools (HighCharts, D3, etc)
Domain 6: Security
Encryption 101
S3 Encryption (Reminder)
KMS Overview
Cloud HSM Overview
AWS Services Security Deep Dive (1/3)
AWS Services Security Deep Dive (2/3)
AWS Services Security Deep Dive (3/3)
STS and Cross Account Access
Identity Federation
Policies - Advanced
CloudTrail
VPC Endpoints
Everything Else
AWS Services Integrations
Instance Types for Big Data
EC2 for Big Data
AWS Cleanup
Preparing for the Exam
Exam Tips
State of Learning Checkpoint
Exam Walkthrough and Signup
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Practice Exam
Wrapping Up
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