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AWS DAS-C01 certification prep course with exercises. Kinesis, EMR, DynamoDB, Redshift and more!
[v2021: The course has been fully updated for the new AWS Certified Data Analytics -Specialty DAS-C01 exam (including new coverage of Glue DataBrew, Elastic Views, Glue Studio, and AWS Lake Formation), and will be kept up-to-date all of 2021. Optional content for the previous AWS Certified Big Data – Speciality BDS-C01 exam remains as well as an appendix. Happy learning! ]
The AWS Certified Data Analytics 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 Stéphane Maarek have teamed up to deliver the most comprehensive and hands-on prep course we’ve seen. Together, they’ve taught over 500,000 people around the world. This course combines Stéphane’s depth on AWS with Frank’s experience in Big Data, gleaned during his 9-year career at Amazon itself. Both Frank and Stéphane have taken and passed the exam themselves on the first try.
The world of data analytics 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, Glue ETL, Glue DataBrew, Glue Studio, and Lake Formation
- Processing data at unlimited scale with Elastic MapReduce, including Apache Spark, Hive, HBase, Presto, Zeppelin, Splunk, and Flume
- 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. We’ll also arm you with some valuable test-taking tips and strategies along the way.
Data analytics 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 Data Analytics 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!
Ashok Kumar Yadav
Thank you Frank & Stephane for the awesome course. The course teaches real world big data cloud skills for solutioning & architecting. Really helpful for clearing AWS certification. Highly Recommended!! I cleared my exam in first attempt.
Srinivas Brahmadevara
This is the best hands-on course for AWS Data Analytics certification exam. Frank and Stephane are great instructors. The quizzes provided at the end of each section would help you test your understanding of the concepts.
Pruthvi T Reddy
Passed the exam today – this was really helpful.
Velusamy Marimuthan
Thank you Frank Kane and Stéphane Maarek for putting together such a comprehensive course with hands-on exercises. The practice exam and explanations to each question was great as well. I was able to pass this difficult exam with great ease. I highly recommend this course to everyone.
Stephen K Stetler
I can’t believe I’ve barely started this course and it already covers so much more detail than A Cloud Guru’s.
Frank Kane
Author
Our courses are led by Frank Kane, a former Amazon and IMDb developer with extensive experience in machine learning and data science. With 26 issued patents and 9 years of experience at the forefront of recommendation systems, Frank brings real-world expertise to his teaching. His ability to explain complex concepts in accessible terms has helped over one million students worldwide gain valuable skills in machine learning, data engineering, and AI development.
Stephane Maarek
Author
Stephane is a solutions architect, consultant and software developer that has a particular interest in all things related to Big Data, Cloud & API. He's also a many-times best seller instructor on Udemy for his courses in Apache Kafka and AWS.
Stéphane is recognized as an AWS Hero and is an AWS Certified Solutions Architect Professional & AWS Certified DevOps Professional. He loves to teach people how to use the AWS properly, to get them ready for their AWS certifications, and most importantly for the real world.
He also loves Apache Kafka. He sits on the 2019 Program Committee organizing the Kafka Summit in New York, London and San Francisco. He is also an active member of the Apache Kafka community, authoring blogs on Medium and a guest blog for Confluent.
During his spare time he enjoys cooking, practicing yoga, surfing, watching TV shows, and traveling to awesome destinations!
Buy This Course
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Introduction
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Introducing our Hands-On Case Study: Cadabra.com
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Cost of the Course + AWS Budget Setup
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Domain 1: Collection
Collection Section Introduction
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Kinesis: Handling Duplicate Records
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CloudWatch Subscription Filters with Kinesis
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[Exercise] Kinesis Firehose, Part 1
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[Exercise] Kinesis Firehose, Part 2
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[Exercise] Kinesis Data Streams
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Kinesis Data Streams vs SQS
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Database Migration Service (DMS)
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MSK: Managed Streaming for Apache Kafka
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Domain 2: Storage
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S3 Storage Classes – Hands On
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S3 Replication – Hands On
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S3 Security & Bucket Policies
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S3 Security & Bucket Policies – Hands On
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S3 Event Notifications – Hands On
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DynamoDB Indexes: LSI & GSI
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DynamoDB: Storing Large Objects
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Domain 3: Processing
Section Introduction: Processing
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Lambda Integration – Part 1
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Lambda Integration – Part 2
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Lambda Costs, Promises, and Anti-Patterns
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What is Glue? + Partitioning your Data Lake
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Glue ETL: Developer Endpoints, Running ETL Jobs with Bookmarks
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Glue Costs and Anti-Patterns
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Modifying the Glue Data Catalog
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Elastic MapReduce (EMR) Architecture and Usage
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EMR, AWS Integration, and Storage
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EMR Promises; Intro to Hadoop
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Spark Integration with Kinesis and Redshift
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Zeppelin and EMR Notebooks
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S3DistCP and Other Services
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EMR Security and Instance Types
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[Exercise] Elastic MapReduce, Part 1
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[Exercise] Elastic MapReduce, Part 2
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[Quiz] EMR and the Hadoop Ecosystem
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Domain 4: Analysis
Section Introduction: Analysis
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Intro to Kinesis Analytics
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Kinesis Analytics Costs; RANDOM_CUT_FOREST
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[Exercise] Kinesis Analytics, Part 1
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[Exercise] Kinesis Analytics, Part 2
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[Exercise] Kinesis Analytics, Part 3
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[Exercise] Kinesis Analytics, Part 4
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Intro to Opensearch (formerly Elasticsearch)
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Amazon Opensearch Service
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Opensearch Index Management & Stability
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Amazon Opensearch Service Performance
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[Exercise] Amazon Opensearch Service
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Athena and Glue, Costs, and Security
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[Exercise] AWS Glue and Athena
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Redshift Spectrum and Performance Tuning
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Redshift Durability and Scaling
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Redshift Distribution Styles
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Redshift Data Flows and the COPY Command
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Redshift Integration / WLM / Vacuum / Anti-Patterns
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Redshift Resizing (elastic vs. classic) and new Redshift features
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Redshift Security Concerns
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[Exercise] Redshift Spectrum, Part 1
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[Exercise] Redshift Spectrum, Part 2
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Amazon Relational Database Service (RDS) and Aurora
Lesson 32 of 32 within section Domain 4: Analysis.
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Domain 5: Visualization
Section Introduction: Visualization
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Intro to Amazon Quicksight
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Quicksight Pricing and Dashboards; ML Insights
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Choosing Visualization Types
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Other Visualization Tools (HighCharts, D3, etc.)
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Domain 6: Security
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AWS Services Security Deep Dive (2/3)
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AWS Services Security Deep Dive (3/3)
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STS and Cross Account Access
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Everything Else
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Instance Types for Big Data
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Interacting with Data via AWS AppSync and Amazon Kendra
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Preparing for the Exam
State of Learning Checkpoint
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Exam Walkthrough and Signup
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Save 50% on your AWS Exam Cost!
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Get an Extra 30 Minutes on your AWS Exam – Non Native English Speakers
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Congratulations! Now make sure you’re ready.
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