DP-090T00: Implementing a Machine Learning Solution with Microsoft Azure Databricks Intermediate
The DP-090T00: Implementing a Machine Learning Solution with <a href="microsoft-windows-azure-training-courses">Microsoft Azure</a> Databricks course is designed to teach learners how to leverage <a href="#topic16933"class='topicdatalink'>Azure Databricks</a> for <a href="#topic16934"class='topicdatalink'>Big data analytics</a> and integrate it with <a href="#topic16935"class='topicdatalink'>Azure Machine Learning</a> to build, train, and deploy <a href="machine-learning-training">machine learning</a> models. Throughout the course, participants gain hands-on experience in working with data, <a href="#topic16937"class='topicdatalink'>Training models</a>, <a href="#topic16938"class='topicdatalink'>Managing experiments</a>, and using <a href="#topic16939"class='topicdatalink'>MLflow</a> and <a href="#topic16935"class='topicdatalink'>Azure Machine Learning</a> for experiment tracking and <a href="#topic16940"class='topicdatalink'>Model deployment</a>.<br><br>By the end of this <a href="#topic16933"class='topicdatalink'>Azure Databricks</a> training, students will be adept at using the platform for <a href="machine-learning-training">machine learning</a> tasks, making them well-prepared for the <a href="#topic16933"class='topicdatalink'>Azure Databricks</a> certification. The course is beneficial for data scientists, data engineers, and anyone interested in <a href="machine-learning-training">machine learning</a> with a focus on practical application in the Azure ecosystem. Each module is structured with lessons that build upon one another, ensuring a comprehensive understanding of the subject matter.
Training Formats & Pricing
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Course Overview
The Microsoft course DP-090T00: Implementing a Machine Learning Solution with Microsoft Azure Databricks is designed for data scientists and machine learning engineers who aim to leverage cloud-scale analytics and AI capabilities within the Azure ecosystem. While this course does not map to a specific certification exam, it delivers critical hands-on skills aligned with Microsoft’s data science and AI solution architecture best practices. Targeted at professionals such as data scientists, AI engineers, and cloud ML specialists, the course addresses the growing demand for expertise in scalable machine learning platforms. With Microsoft Azure capturing 24% of the global cloud market and over 18,000 companies adopting Azure Databricks, this training equips learners with in-demand skills recognized by leading enterprises including CVS Health and McKesson.
Participants in DP-090T00: Implementing a Machine Learning Solution with Microsoft Azure Databricks gain practical experience with core technologies including Azure Databricks, Azure Machine Learning, MLflow, Delta Lake, and Azure Blob Storage, all accessed through the Azure Portal. The course features hands-on labs where students provision an Azure Databricks workspace and cluster, prepare and analyze data using PySpark, train machine learning models, and track experiments using MLflow. A key project involves integrating Azure Databricks with Azure Machine Learning to deploy models into production environments, simulating real-world MLOps workflows. These labs are conducted in a live Azure environment, enabling learners to build, test, and manage end-to-end machine learning pipelines using official Microsoft tools and services.
Completing DP-090T00: Implementing a Machine Learning Solution with Microsoft Azure Databricks enhances career readiness for roles in AI and data science, where professionals with Databricks and Azure expertise command competitive salaries—senior data scientists earn median total compensation of $233,400, while machine learning engineers average $161,407 annually. Koenig Solutions strengthens this learning journey with a Guaranteed-to-Run enrollment model, ensuring training proceeds even with a single registrant, along with access to official Microsoft courseware and 1-on-1 instructor support. Graduates emerge prepared to design and operationalize scalable machine learning solutions on Azure, positioning them to lead AI innovation and drive data-driven decision-making in modern enterprises.
What You'll Learn
Skills You'll Gain
Prerequisites
- Experience using Python to explore data and train machine learning models with Microsoft Azure Databricks
- Familiarity with popular machine learning frameworks like Scikit-Learn, PyTorch, and TensorFlow in the context of Azure Databricks
- Understanding of Apache Spark and its application in data processing and analytics within Azure Databricks environments
- Completion of the 'Create machine learning models' learning path or equivalent hands-on experience with Microsoft Azure Databricks
- Practical experience using Azure Databricks for data transformation, analysis, and visualization tasks
- Knowledge of MLflow for managing the entire machine learning lifecycle on Microsoft Azure Databricks
Certification Exam
Everything you need to know about the DP-090T00 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 DP-090T00 certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the DP-090T00 certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Azure Databricks Engineer
- Machine Learning Engineer
- Data Engineer (Azure Databricks)
- ML Solutions Architect
- Azure AI Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking DP-090T00 certified professionals
Course Student 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 -
★★★★★
“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 DP-090T00 training course
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