Azure Machine Learning enables building, training, deploying, and managing machine learning models at scale using Microsoft Azure’s enterprise-grade cloud platform.
Level
Advanced
Duration
8 weeks
Our Alumni Work At
Azure Machine Learning is a comprehensive cloud-based service that enables data scientists, machine learning engineers, and developers to build, train, deploy, and manage machine learning models efficiently. This course on Jast Tech is designed to provide in-depth knowledge of Azure Machine Learning Studio, automated machine learning, model lifecycle management, and MLOps practices. Learners will gain hands-on experience with data preparation, feature engineering, experiment tracking, model training using Python and popular frameworks, and scalable deployment using Azure services. The curriculum covers both no-code and code-first approaches, making it suitable for beginners as well as experienced professionals. Real-world use cases are emphasized to help learners understand enterprise-grade ML workflows, security, monitoring, and performance optimization in the Azure ecosystem. By the end of this training, participants will be able to design end-to-end machine learning solutions, integrate models with business applications, and confidently work on cloud-based ML projects aligned with industry standards.
- Solutions Architect
- Technical Consultant
- Implementation Specialist
- System Administrator
- IT Professional
Azure Machine Learning Curriculum
Introduction to Azure Machine Learning
This module introduces Azure Machine Learning, its core capabilities, and how it fits into the Azure ecosystem for enterprise AI solutions.
Azure ML Workspace and Resources
Learners understand how to set up and manage workspaces, compute targets, and supporting resources required for ML development.
Data Preparation and Management
This module focuses on handling structured and unstructured data efficiently for machine learning pipelines.
Experiments and Training Models
Covers model training workflows, experiment management, and performance evaluation.
Automated Machine Learning (AutoML)
Learners explore automated model selection and hyperparameter tuning for faster development.
Related Courses
Training Roadmap
Seven intentional milestones — from first session to dream job.
Onboarding
- Meet your industry mentor
- Define your goals
- Skill gap assessment
Core Learning
- Live interactive classes
- AI-curated content
- Recorded sessions
Hands-on Practice
- Weekly assignments
- MCQ evaluations
- Module quizzes
Real Projects
- 3 live industry projects
- Portfolio building
- Case studies
Mentorship
- 1:1 doubt sessions
- Peer collaboration
- Expert feedback
Certification
- Exam preparation
- Practice dumps
- Industry-recognised certificate
Career Launch
- Resume crafting
- Mock interviews
- Job placement support
Key Projects
Available Course Schedules
Select a schedule that works best for you
Starts
10 Oct 2026
Time
09:30 AM – 12:30 PM
Duration
8 weeks
Starts
12 Oct 2026
Time
07:00 AM – 09:00 AM
Duration
8 weeks
Starts
17 Oct 2026
Time
02:00 PM – 05:00 PM
Duration
8 weeks
Starts
19 Oct 2026
Time
08:00 PM – 10:00 PM
Duration
8 weeks
Need a custom schedule?
Our team will craft the perfect batch for you.
What Our Happy Students Say
Real Feedback from our candidates
What We Offer Beyond Courses
24/7 Support
Round-the-clock assistance
LinkedIn Profile
Professional profile building
Resume Writing
Expert resume crafting
Alumni Guidance
Mentorship from graduates
Interview Prep
Mock interviews & tips
Live Projects
Real-world experience
Tejas Kumar
Guidewire Developer • Cognizant
"The practical hands-on scenarios and real-world project assignments made all the difference. I was able to clear the technical interviews on my first attempt."
Sakshi Singh
PolicyCenter Specialist • Deloitte
"Excellent mentors with deep industry domain knowledge. The LMS access and 24/7 doubt resolution gave me the confidence to transition into a high-paying role."
Sanjay Patel
ClaimCenter Consultant • PwC India
"This course completely transformed my career trajectory! From resume review to mock interviews, the placement team supported me every step of the way."
Specialized Training Programs
JastTech For Corporates
JastTech Courses
Why JastTech is the Best Training Institute?
See how we stand out from the competition
Well-structured, up-to-date curriculum designed by industry experts to build strong fundamentals and advanced knowledge.
Outdated or incomplete curriculum that may not cover current industry needs.
Extensive practical sessions, live demos, and hands-on exercises to ensure real learning.
Limited practical exposure with theory-heavy teaching approach.
Learn from certified professionals with years of industry experience and teaching expertise.
Instructors with limited industry experience or practical knowledge.
Work on real-world projects that enhance problem-solving skills and build a strong portfolio.
Lack of real-world projects or unrealistic practice examples.
Regular assignments, quizzes, and assessments to track progress and strengthen concepts.
Irregular assessments or no proper evaluation of learning.
Resume building, interview preparation, and placement assistance to boost your career.
Limited or no career support and placement assistance.
24/7 doubt resolution and personalized guidance from instructors whenever you need it.
Slow doubt resolution or limited support availability.
Industry-recognized certificate that validates your skills and enhances your career opportunities.
Certificates with little industry value or recognition.
Lifetime access to course content, recordings, and resources even after completing the course.
Limited access duration with extra charges for resources.
High-quality training at affordable prices with no hidden costs and flexible payment options.
High course fees with hidden charges and no flexibility.
Certification Details
Azure Machine Learning – Associate
- Exam Name
Azure Machine Learning – Associate
- Duration
130 minutes
- Format
Multiple Choice & Multi-Response
- Passing Score
720 (Scale: 100–1000)
- Level
Associate
Prepare
Top Interview Questions
Curated questions with expert answers to help you ace your next interview.
Q1. What is Azure Machine Learning?
Azure Machine Learning is a cloud service that enables building, training, deploying, and managing machine learning models at scale.
Q2. What is an Azure ML Workspace?
It is the top-level resource that organizes experiments, models, compute, datasets, and endpoints.
Q3. What is AutoML in Azure?
AutoML automatically selects algorithms and tunes hyperparameters to produce the best-performing model.
Q4. How does Azure ML support MLOps?
It integrates with CI/CD pipelines, supports model versioning, monitoring, and automated retraining.
Q5. What deployment options are available in Azure ML?
Azure ML supports real-time endpoints, batch inference, and deployment using containers and Kubernetes.
Support
Frequently Asked FAQs
Can't find what you're looking for? Reach out to our support team anytime.
Q1. Who should take this course?
This course is ideal for data scientists, ML engineers, cloud professionals, and developers aiming to build ML solutions on Azure.
Q2. Do I need prior machine learning knowledge?
Basic ML concepts and Python knowledge are recommended, but foundational topics are also covered.
Q3. Is this course hands-on?
Yes, it includes practical labs and real-world scenarios using Azure Machine Learning.
Q4. Does this course cover AutoML and MLOps?
Yes, both Automated ML and MLOps practices are covered in detail.
Q5. Will this help with Azure certifications?
Yes, it aligns well with Azure AI and Data Science certification paths.
The support team was very cooperative and responsive. They made sure all doubts were cleared without delay. Great experience overall.
I had a great experience with the RF Circuit Design course. Thanks to the teaching staff for such a well planned and structured curriculum it really helped me clear my technical certification for my job.
I enrolled in the Post-Silicon Validation Certification Training at JastTech and found it quite different from typical courses. They focus on debugging techniques and real chip-level scenarios, which gave me a better idea of how things work.
One thing I really liked about the Data Analyst course at JastTech is their focus on consistency. Regular sessions and tasks help you stay on track and build a daily learning habit. Also, they provide recordings after live sessions, which help in revision.
I joined JastTech for the DFT course a few months back. At first, I wasn’t sure what to expect, but the classes turned out to be really helpful. The teaching is simple and not too complicated, which helped me keep up.
Take the Next Step in Your Career
Join thousands of learners who have upgraded their skills with our industry-focused training programs. Our experts are here to guide you every step of the way.
We're Here to Help –
Reach Our Global Offices
Hyderabad
JastTech
Training & Development Center
91 Springboard Business Hub ,Madhapur LVS Arcade, 71, Jubilee Enclave, HITEC City, Hyderabad,India Telangana 500081
Pune
JastTech
Training & Development Center
Sr. No. 30/2/1, 3rd Floor, Above Rajrshi Shahu Bank & BOB Balaji Nagar, Dhankawadi, Katraj, Pune, Maharashtra 411043
Noida
JastTech
Training & Development Center
B 8, B Block, Sector 2, Noida, Metro Station Rd, near sector 15 Metro, Uttar Pradesh 201301
Hyderabad
JastTech
Training & Development Center
91 Springboard Business Hub ,Madhapur LVS Arcade, 71, Jubilee Enclave, HITEC City, Hyderabad,India Telangana 500081
Pune
JastTech
Training & Development Center
Sr. No. 30/2/1, 3rd Floor, Above Rajrshi Shahu Bank & BOB Balaji Nagar, Dhankawadi, Katraj, Pune, Maharashtra 411043
Noida
JastTech
Training & Development Center
B 8, B Block, Sector 2, Noida, Metro Station Rd, near sector 15 Metro, Uttar Pradesh 201301
Can't find a JastTech location near you? Contact us for more information.