DP-100T01: Designing and Implementing a Data Science Solution on Azure Advanced
The DP-100T01: Designing and Implementing a Data Science Solution on Azure course equips data scientists with proven methods to operationalize machine learning at scale on Microsoft Azure, solving the critical industry challenge of transitioning models from experimentation to production. Designed for professionals leveraging Python and frameworks like PyTorch or TensorFlow, it addresses a market where demand for certified Azure AI skills has grown 60% year-over-year according to Microsoft’s 2024 workforce report.
This course prepares learners for the Microsoft Certified: Azure Data Scientist Associate (DP-100) exam, with Koenig Solutions offering Guaranteed-to-Run live training and 30-day lab access to reinforce skills. Enrolling empowers data scientists to design, train, and deploy production-ready AI models on Azure, positioning them for roles in high-growth AI and machine learning domains.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The DP-100T01: Designing and Implementing a Data Science Solution on Azure by Microsoft is a comprehensive course tailored for data scientists, AI engineers, and machine learning practitioners aiming to validate their expertise through the DP-100 certification. This course equips learners with the skills to design and run machine learning workloads on Azure, focusing on core responsibilities such as creating data science environments, training models, and managing scalable solutions. With Microsoft Azure commanding over 25% of the cloud AI services market, professionals certified in DP-100 are in high demand across industries leveraging cloud-based machine learning.
Students engage with key Microsoft technologies including Azure Machine Learning, Azure AI Foundry, MLflow, and Azure AI services such as Azure AI Search. Through hands-on labs in the Azure Portal, learners configure compute targets, create and manage workspaces, and build automated machine learning pipelines. A central project involves training, registering, and deploying an MLflow model to a managed online endpoint, simulating real-world deployment scenarios. These labs emphasize practical implementation of responsible AI principles, hyperparameter tuning, and Retrieval Augmented Generation (RAG) workflows within a fully integrated cloud environment.
This training prepares candidates for the Microsoft Azure Data Scientist Associate (DP-100) certification, a credential recognized globally for its rigor and alignment with industry standards. Certified professionals command an average starting salary of $125,000, reflecting the high value placed on cloud data science skills. Koenig Solutions enhances this learning path with Guaranteed-to-Run batches and official Microsoft courseware, ensuring structured, instructor-led mastery. Completing the DP-100T01 course empowers data science professionals to lead AI initiatives and advance into senior roles in cloud machine learning and generative AI development.
Skills You'll Gain
Prerequisites
- Basic understanding of Microsoft Azure cloud services and architecture
- Experience deploying and managing cloud resources within Microsoft Azure
- Proficiency in Python programming for data analysis and visualization with libraries like Pandas, Numpy, and Matplotlib
- Practical experience training and validating machine learning models using frameworks such as Scikit-Learn, PyTorch, or TensorFlow
- Knowledge of container technologies and their application in Azure environments
- Completion of AI-900T00: Introduction to AI in Azure or comparable foundational AI expertise
Certification Exam
Everything you need to know about the DP-100T01 certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Architecting Scalable Machine Learning Solutions (DP-100)
2
Day 2– Mastering Azure Machine Learning Workspaces
3
Day 3– Optimizing Data and Compute Infrastructure
4
Day 4– Advanced Model Training and Optimization
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Official Courseware
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 DP-100T01 certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the DP-100T01 certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Scientist
- Machine Learning Engineer
- Azure Data Scientist
- AI Engineer
- ML Ops Engineer
- Cloud Data Scientist
Companies Hiring
and 5,000+ organizations worldwide seeking DP-100T01 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.”
AZ-104 Certified ✓ Verified -
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“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 -
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“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 -
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“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
Resources
Learn more about DP-100T01 before you enroll
Happiness 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.
