AWS Discovery Days – Machine Learning Basics Beginner
AWS Discovery Days – Machine Learning Basics by AWS equips business leaders and technical decision makers with foundational ML knowledge to bridge the strategy-execution gap. This 6-hour virtual workshop is designed for professionals without prior ML experience, addressing the critical barrier that 53 percent of ML projects fail to reach production by teaching how to assess organizational readiness and identify high-impact use cases. Delivered by Koenig as an official AWS training partner, this course ensures alignment with AWS best practices, empowering teams to drive AI adoption and deliver measurable business outcomes through machine learning.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The AWS Discovery Days – Machine Learning Basics course by AWS is an entry-level, instructor-led training designed to introduce foundational machine learning (ML) concepts and their practical applications in real-world business scenarios. This course is ideal for business professionals, IT team leaders, and aspiring data scientists who seek to understand how ML drives innovation and efficiency across industries like healthcare, retail, and finance. No prior machine learning experience is required, making it accessible to beginners. With the World Economic Forum projecting a 40% growth in demand for AI and ML specialists, this course equips learners with essential knowledge to stay competitive in a rapidly evolving tech landscape.
Participants in the AWS Discovery Days – Machine Learning Basics program engage with core AWS services such as Amazon SageMaker, AWS Lambda, Amazon S3, and Amazon Rekognition through guided demonstrations and conceptual walkthroughs. While the session does not include hands-on labs, it provides a clear overview of the end-to-end ML pipeline—covering data collection, preprocessing, model training, evaluation, and deployment—using the AWS Console. Learners explore real-world use cases, such as leveraging deep learning for image recognition and natural language processing, to understand how ML models are applied to solve business challenges. The course emphasizes practical understanding, enabling students to see how AWS tools streamline the development and deployment of intelligent applications.
Although AWS Discovery Days – Machine Learning Basics does not directly prepare for a certification exam, it serves as a foundational stepping stone toward credentials like the AWS Certified Machine Learning Engineer – Associate, which validates in-demand skills in operationalizing ML workloads. According to AWS, professionals with AI and ML certifications can command up to 47% higher salaries, reflecting strong employer demand for these competencies. Koenig Solutions supports learners with official courseware and Guaranteed-to-Run batches, ensuring reliable access to expert-led training. By completing this course, participants gain the confidence to pursue advanced learning paths and position themselves for career advancement in high-growth roles within the AWS ecosystem.
What You'll Learn
Prerequisites
- Basic understanding of Python programming syntax and usage is essential for grasping machine learning concepts in AWS
- Ability to create and manage an AWS account is crucial for hands-on experience with AWS Machine Learning services
- Familiarity with core AWS services such as Amazon S3 and IAM helps streamline data storage and security management for AWS Machine Learning projects
- Understanding of fundamental machine learning concepts including supervised and unsupervised learning is vital for leveraging AWS Machine Learning tools effectively
- Experience navigating the AWS console and using AWS documentation accelerates learning during AWS Discovery Days – Machine Learning Basics
- Basic knowledge of data formats and structures such as JSON and CSV is important for preparing data for AWS Machine Learning models
Certification Exam
Everything you need to know about the AWS Discovery Days – Machine Learning Basics certification exam
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 AWS Discovery Days – Machine Learning Basics certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the AWS Discovery Days – Machine Learning Basics certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI/ML Business Analyst
- IT Team Lead
- Aspiring Data Scientist
- Machine Learning Associate
- Cloud Solutions Associate
- AI Project Coordinator
Companies Hiring
and 5,000+ organizations worldwide seeking AWS Discovery Days – Machine Learning Basics certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
-
★★★★★
“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 AWS Discovery Days – Machine Learning Basics training course
Is the certification exam included in the AWS Discovery Days – Machine Learning Basics course, and what is the exam fee if separate?
What training formats does Koenig offer for AWS Discovery Days – Machine Learning Basics, and is there a Guaranteed-to-Run option?
How long is lab access provided, and what type of lab environment is used for AWS Discovery Days – Machine Learning Basics?
What is Koenig's rescheduling and cancellation policy for the AWS Discovery Days – Machine Learning Basics course?
What is the format, number of questions, passing score, and time limit for the AWS Certified Machine Learning – Specialty exam?
How long is the AWS Certified Machine Learning – Specialty certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after course completion, such as mentor access or retake options?
What are the prerequisites or experience needed to attend the AWS Discovery Days – Machine Learning Basics course?
What is the average salary for professionals with AWS Machine Learning certifications, and how does it impact career growth?
How does structured training like AWS Discovery Days – Machine Learning Basics compare to self-study for career advancement?
Still have questions?
Chat with a Training Advisor →Resources
Learn more about AWS Discovery Days – Machine Learning Basics before you enroll
Why AWS Serverless Certification is Essential for Cloud Developers
Cloud computing has transformed how businesses develop, deploy, and scale applications. With traditional cloud infrastructure requiring serv…
Read GuideWhy Take an AWS Kubernetes Course? Key Benefits & Career Growth
Kubernetes has become the standard for container orchestration, enabling businesses to deploy, manage, and scale applications efficiently. A…
Read ArticleTop Reasons to Pursue AWS Generative AI Certification
In the ever-evolving landscape of technology, artificial intelligence (AI) stands as a revolutionary force, driving innovations across indus…
Read ArticleHappiness Guarantee
We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.
