55375AC: Fundamentals of Machine Learning
The Microsoft 55375AC: Fundamentals of Machine Learning course equips data analysts, AI engineers, and aspiring data scientists with core machine learning concepts, including regression, classification, clustering, and deep learning. Designed for professionals seeking to solve real-world data modeling challenges, it bridges the skills gap in AI—where 75% of organizations now prioritize machine learning capabilities. Learners gain hands-on experience building and evaluating models using Python and Azure ML.
This course prepares learners for the Microsoft Certified: Azure AI Fundamentals (AI-901) certification. Koenig Solutions offers Guaranteed-to-Run dates and official vendor-authorized courseware, ensuring consistent access to expert-led training. Graduates gain the foundation to pursue AI engineering roles with confidence and clarity in their career advancement.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Microsoft 55375AC: Fundamentals of Machine Learning course is a 3-day instructor-led training that provides a comprehensive introduction to core machine learning concepts for those beginning their journey in AI and data science. This foundational Azure AI training is ideal for individuals seeking to build essential skills in machine learning. With high demand for AI expertise across industries, this course covers supervised and unsupervised learning, model evaluation, and feature selection to help professionals strengthen their understanding of machine learning principles.
Learners engage with key tools through hands-on labs including:
Python and Jupyter Notebooks for data analysis.
Azure Machine Learning Studio for cloud-based model development.
Scikit-learn for implementing machine learning algorithms.
Building and validating classification models using real-world datasets.
Training, registering, and deploying models within the Azure Portal.
Creating preprocessing pipelines and evaluating performance using metrics like accuracy, precision, and AUC-ROC.
This course helps students develop practical expertise in the Azure ecosystem. Koenig Solutions enhances learning with Guaranteed-to-Run batches and official Microsoft courseware, ensuring consistent access to authentic content. Completing the 55375AC: Fundamentals of Machine Learning by Microsoft positions learners to confidently pursue AI-driven careers and progress toward more advanced Microsoft Machine Learning certification paths.
What You'll Learn
Prerequisites
- Understanding of linear algebra, probability, and statistics at the undergraduate level is required for the Microsoft 55375AC: Fundamentals of Machine Learning course.
- Familiarity with Python programming will help learners grasp the practical aspects of building machine learning models in this Microsoft course.
- The ability to create and test a simple machine learning model is beneficial for applying course concepts and gaining hands-on experience with Microsoft tools.
- Experience using data to train models will support learners in understanding real-world applications covered in this Microsoft course.
- Familiarity with Azure Machine Learning tools enhances the learning experience, as this course leverages the Microsoft platform for practical training.
- Students must have an active Microsoft Azure subscription and a configured local development environment such as VS Code or Jupyter Notebooks to complete the course exercises.
Certification Exam
Everything you need to know about the 55375AC: Fundamentals of Machine Learning certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Introduction to AI-900: Microsoft Azure AI Fundamentals
2
Day 2– Data Exploration and Feature Engineering
3
Day 3– Developing Classification Models with Azure ML
4
Day 4– Advanced Classification and Automated ML
5
Day 5– Model Evaluation and Deployment
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Official Courseware
Hands-On Lab Environment (30 days)
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Hands-On Lab
Live Lab Sandbox
Real EnvironmentPractice in a real lab environment with full access to the tools and services covered in the course.
30+ Guided Labs
30+Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.
Lab Manual Included
Full GuideComprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.
Post-Training Access
30 Days30 days of extended lab access after your training ends so you can continue practicing.
Career Outcomes
of 55375AC: Fundamentals of Machine Learning certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the 55375AC: Fundamentals of Machine Learning certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Engineer
- Data Analyst
- Machine Learning Engineer
- Data Scientist
- ML Operations Specialist
Companies Hiring
and 5,000+ organizations worldwide seeking 55375AC: Fundamentals of Machine Learning certified professionals
Meet Your Instructor
With an academic background in Computer Science and extensive experience in training corporate clients worldwide, I have developed strong expertise across a wide range of platforms and technologies, including Azure, CertNexus, Databricks, and AWS. I am well-versed in programming languages such as Python, Python for Machine Learning, R, Julia, and other object-oriented programming languages. I also hold multiple certifications, including DP-100, AI-102, AI-900, AZ-204, AZ-220, AZ-400, machine learning associate in Databricks and the AWS Machine Learning Specialty. Since the last few years I am also working with agentic AI technology where we can create agents specific to some task and also generic agents using GUI platform and also using code-based approach.
For the past five years, I have been associated with Koenig, where I have delivered high-quality training to clients across various industries. My industry exposure, technical proficiency, and passion for continuous learning enable me to consistently deliver results and contribute significant value to any organization.
Associated with Koenig since February 2020.
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.”
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PL-300 Certified ✓ Verified -
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“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
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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 -
★★★★★
“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 55375AC: Fundamentals of Machine Learning training course
Is the certification exam included in the 55375AC: Fundamentals of Machine Learning course fee, and what is the cost?
What training formats are available for the 55375AC: Fundamentals of Machine Learning course at Koenig Solutions?
How long is lab access provided for the 55375AC: Fundamentals of Machine Learning course, and what environment is used?
What is the rescheduling and cancellation policy for the 55375AC: Fundamentals of Machine Learning course?
What is the format, question count, passing score, and time limit for the AI-901 exam?
Is the Microsoft Certified: Azure AI Fundamentals certification valid indefinitely, or does it require renewal?
What post-training support does Koenig provide after finishing the 55375AC: Fundamentals of Machine Learning course?
What are the prerequisites for the 55375AC: Fundamentals of Machine Learning course by Microsoft?
What career impact follows earning the Microsoft Certified: Azure AI Fundamentals certification?
How does instructor-led 55375AC: Fundamentals of Machine Learning training compare to self-study for exam success?
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