Data to Decisions: ML and Analytics on AWS
The "Data to Decisions: ML and Analytics on AWS" course equips data engineers, data platform engineers, and solutions architects with skills to modernize data pipelines using AWS services like Amazon EMR, Glue, Kinesis, and Redshift, solving the critical industry challenge of fragmented data systems. With 94% of organizations gaining a competitive edge from AWS training, this course enables professionals to build scalable, secure analytics solutions that turn raw data into actionable insights.
This course prepares learners for the AWS Certified Data Analytics – Specialty certification. Koenig’s offering includes guaranteed-to-run dates and 30 days of post-training lab access, ensuring hands-on mastery. Graduates gain the expertise to design end-to-end analytics workflows, driving data-driven decision-making and career advancement in high-demand cloud roles.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The AWS course Data to Decisions: ML and Analytics on AWS is designed for data engineers, data analysts, and solutions architects seeking to leverage cloud technologies for advanced analytics and machine learning. While not directly aligned with a single certification exam, this course supports preparation for the AWS Certified Data Analytics – Specialty and AWS Certified Machine Learning – Specialty credentials, equipping professionals with skills increasingly demanded as 85% of enterprises now prioritize cloud-based data platforms. Participants gain expertise in transforming raw data into actionable insights using AWS's comprehensive analytics ecosystem, making them valuable assets in data-driven organizations aiming to modernize infrastructure and accelerate decision-making.
This course emphasizes hands-on experience with core AWS services including Amazon S3, AWS Glue, Amazon Athena, Amazon Redshift, Amazon Kinesis, and Amazon SageMaker. Through interactive labs conducted in the AWS Console, students build end-to-end data pipelines by ingesting streaming data with Kinesis, cataloging and transforming datasets using AWS Glue, storing and partitioning data in S3, and analyzing results via Athena and Redshift. A key project involves constructing a serverless data lake architecture to process real-time application logs, enabling ad-hoc querying and visualization with QuickSight, thus simulating real-world scenarios faced by modern data teams.
Completing Data to Decisions: ML and Analytics on AWS strengthens career prospects in high-demand roles such as Data Engineer and Machine Learning Specialist, positions that command median salaries exceeding $130,000 in the United States. The training prepares candidates for AWS’s industry-recognized specialty certifications, enhancing credibility in a competitive job market. Koenig Solutions reinforces this learning with official AWS courseware and Guaranteed-to-Run scheduling, ensuring consistent access to expert instruction. Graduates emerge ready to design scalable, secure analytics solutions that drive innovation and deliver measurable business value in cloud-native environments.
What You'll Learn
Prerequisites
- Completion of AWS Technical Essentials or Architecting on AWS
- Foundational knowledge of Amazon S3, AWS Glue, and Amazon EC2
- Experience with data storage concepts including data lakes and data warehouses
- Familiarity with Amazon Redshift, Amazon EMR, and AWS Lake Formation
- Understanding of data ingestion, cataloging, and ETL workflows
- Basic experience with streaming data using Amazon Kinesis or similar services
Certification Exam
Everything you need to know about the Data to Decisions: ML and Analytics on AWS certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Mastering Data Analytics and AWS Data Lakes
2
Day 2– Advanced Data Storage and Processing
3
Day 3– Data Warehousing and Analytics Excellence
4
Day 4– Real-Time Streaming Data Analytics
5
Day 5– Machine Learning and Data Visualization
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of Data to Decisions: ML and Analytics on AWS certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Data to Decisions: ML and Analytics on AWS certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Engineer
- Machine Learning Engineer
- Cloud Data Architect
- Analytics Consultant
- MLOps Engineer
- Data Analytics Specialist
Companies Hiring
and 5,000+ organizations worldwide seeking Data to Decisions: ML and Analytics on AWS certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
-
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified
-
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the Data to Decisions: ML and Analytics on AWS training course
Is the certification exam included in the Data to Decisions: ML and Analytics on AWS course, and what is the exam fee?
What delivery modes does Koenig offer for the Data to Decisions: ML and Analytics on AWS course, and is it Guaranteed-to-Run?
How long is lab access provided for the Data to Decisions: ML and Analytics on AWS course, and what environment is used?
What is Koenig's rescheduling and cancellation policy for the Data to Decisions: ML and Analytics on AWS course?
What is the format, number of questions, duration, and passing score of the AWS Certified Data Engineer - Associate exam?
How long is the AWS Certified Data Engineer - Associate certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Data to Decisions: ML and Analytics on AWS course?
What are the prerequisites or recommended experience for the Data to Decisions: ML and Analytics on AWS course?
What is the average salary impact for professionals holding the AWS Certified Data Engineer - Associate certification?
How does the Data to Decisions: ML and Analytics on AWS course compare to self-study for certification preparation?
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