DP-3014: Build Machine Learning Solutions Using Azure Databricks Intermediate
DP-3014: Build Machine Learning Solutions Using Azure Databricks equips data scientists and AI engineers with skills to build, train, and deploy scalable ML models using Azure Databricks, addressing the industry’s urgent need for AI talent—Microsoft reports over 2 million AI-related job postings globally in 2024. This course bridges the gap between theoretical knowledge and production-grade model deployment.
This Microsoft-authored training prepares learners for real-world ML engineering challenges and supports certification pathways in Azure AI. Koenig Solutions enhances this with Guaranteed-to-Run schedules and 30-day lab access, ensuring hands-on mastery. Enroll to accelerate your career in the rapidly expanding field of enterprise AI.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Microsoft course DP-3014: Build Machine Learning Solutions Using Azure Databricks is designed for data scientists and AI engineers seeking to implement scalable machine learning solutions on Microsoft's cloud platform. This intermediate-level learning path covers the end-to-end machine learning lifecycle within Azure Databricks, a cloud-scale platform co-developed by Microsoft and the creators of Apache Spark. Targeted at roles such as Data Scientist, AI Engineer, and Machine Learning Engineer, the course addresses a growing market demand, with over 85% of Fortune 500 companies now leveraging Azure Databricks for unified data analytics and AI workloads. Participants will gain hands-on experience building, training, and deploying machine learning models at scale, preparing them for real-world challenges in enterprise AI deployment.
Students in the DP-3014: Build Machine Learning Solutions Using Azure Databricks course work directly with core technologies including Azure Databricks, Apache Spark, MLflow, AutoML, Optuna, and deep learning frameworks like PyTorch and TensorFlow. The hands-on labs, conducted in the Azure Portal and Azure Databricks workspace environment, guide learners through configuring Spark clusters, training models, and managing experiments. A key project involves using AutoML and MLflow to automate model training and track performance metrics, culminating in a production-ready deep learning model for tasks like computer vision or natural language processing. This practical experience ensures that learners build tangible skills in tuning hyperparameters, distributing training with Horovod, and managing the full model lifecycle within a collaborative cloud environment.
While the DP-3014: Build Machine Learning Solutions Using Azure Databricks course does not lead to a standalone certification, it provides foundational knowledge for the Microsoft Certified: Azure AI Engineer Associate credential, a globally recognized qualification in the AI field. Professionals with these skills command strong salaries, with AI Engineers in the U.S. averaging $135,000 annually according to recent market data. Koenig Solutions enhances this learning with its Guaranteed-to-Run schedule and official Microsoft courseware, ensuring reliable access to up-to-date training. Completing this Microsoft course equips learners to drive innovation in data-driven organizations, positioning them for advancement into senior AI and machine learning roles.
What You'll Learn
Prerequisites
- Experience using Python for data exploration and building machine learning models
- Familiarity with popular frameworks like Scikit-Learn, PyTorch, and TensorFlow in the context of Azure Databricks
- Understanding of Apache Spark for scalable data processing and analytics within Azure Databricks environments
- Experience with MLflow for managing the full lifecycle of machine learning projects on Azure Databricks
- Completion of the 'Create machine learning models' learning path or equivalent knowledge, aligned with Microsoft Azure Data and AI certifications
- Ability to perform hyperparameter tuning using automated tools like Optuna, integrated with Azure Databricks workflows
- Active Azure subscription access for deploying and managing cloud resources
- Basic knowledge of Azure Data Lake Storage (ADLS) Gen2 for data ingestion and storage
Certification Exam
Everything you need to know about the DP-3014 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-3014 certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the DP-3014 certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Engineer
- Machine Learning Engineer
- Data Scientist
- ML Operations Engineer
- Cloud Data Scientist
- Azure ML Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking DP-3014 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 DP-3014 training course
Is the certification exam included in the DP-3014: Build Machine Learning Solutions Using Azure Databricks training, and what is the exam fee?
What training formats does Koenig offer for DP-3014: Build Machine Learning Solutions Using Azure Databricks, and is Guaranteed-to-Run scheduling available?
How long is lab access provided, and what environment is used for DP-3014: Build Machine Learning Solutions Using Azure Databricks labs?
What is Koenig's rescheduling and cancellation policy for DP-3014: Build Machine Learning Solutions Using Azure Databricks?
What is the format, number of questions, time limit, and passing score for the DP-3014: Build Machine Learning Solutions Using Azure Databricks certification exam?
How long is the Microsoft Azure Databricks certification valid, and what is the renewal process?
What post-training support does Koenig provide after completing DP-3014: Build Machine Learning Solutions Using Azure Databricks?
What are the prerequisites or prior experience needed for the DP-3014: Build Machine Learning Solutions Using Azure Databricks course?
What career impact and salary increase can be expected after completing DP-3014: Build Machine Learning Solutions Using Azure Databricks and earning the certification?
How does instructor-led DP-3014: Build Machine Learning Solutions Using Azure Databricks training compare to self-study in terms of exam success and skill retention?
Still have questions?
Chat with a Training Advisor →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.
