- Azure Machine Learning services
- Key components of Azure ML (workspaces, datasets, experiments)
- Identify business objectives and project feasibility
- Select algorithms for the task
- Data and Resource Planning
- Set up Git integration for source control
- Create and manage registries
Course Preview
Azure Data Scientist Associate Engineer Certification Training
Live Online Course
12 Sessions
Live Classes
Azure Data Scientist Associate Engineer Training Overview
ScholarHat's Azure Data Scientist Associate Engineer Certification Training provides a comprehensive understanding of Azure's tools and services for data science and machine learning. Participants learn to design and implement robust data workflows, build predictive models, and develop AI-powered solutions using Azure Machine Learning.
The Azure Data Scientist Associate Engineer Certification Training covers essential concepts like data preprocessing, model training, and deployment using Azure services, as well as advanced topics such as deep learning and natural language processing. Hands-on exercises and real-world projects enhance practical skills, equipping participants to earn the Azure Data Scientist Associate certification, which helps them stand out in this competitive field.
This best-in-class Azure training program provides a solid foundation in Azure data science tools, preparing you for certification exams and real-world challenges. This course will give you the confidence to excel in this rapidly evolving field.
Azure Data Scientist Associate Engineer Certification Training Objectives
After this course, attendees will be able to:
- Understand Azure's Role in Data Science and AI
- Implement Key Data Science Workflows
- Data and Resource Planning
- Build and Train Machine Learning Models
- Explore Data and Train Models
- Work with Data Pipelines and Architectures
- Consume data from a data asset in a job
- Apply Advanced Statistical Techniques
- Configure compute for a batch deployment
- Develop End-to-End AI and Data Science Solutions
Why Become Azure Data Scientist Associate Engineer in 2025?
Azure Data Scientist Associate Engineer Career Scope in 2025
Are you thinking about Azure Data Scientist Associate Engineer Training? It’s definitely a game-changer for your career! Azure-certified data scientists are among the highest earners in the tech industry. This is because Azure's tools and services are widely used across diverse industries—from startups to large enterprises—for building scalable data-driven solutions and AI-powered applications, offering immense earning potential and career stability.
Azure Data Scientist Associate Engineer Tools and Technologies Covered
Python
Logic Building
OOPs
Jupyter
Code Debugging
Statistics
Machine Learning
AI
NLP
Open AI
GitHub Copilot
Azure Data Scientist Associate Engineer Course Key Features
- 10 Weeks of Intensive Live Training
- Learn from Microsoft MVPs
- Build Data Science Projects
- Career Coaching
- Resume & Portfolio Building
- Job Assistance
Azure Data Scientist Associate Engineer Course Eligibility
Pre-requisites
There are no prerequisites to join the Azure Data Scientist Associate Engineer Training. However, having a basic understanding of data science concepts or cloud technologies can be helpful.
Who can Join?
This course is recommended for any students, beginners and freshers interested in creating end-to-end applications.
Included in this Azure Data Scientist Associate Engineer Certification Training
- Live Sessions12 Classes
Design a Machine Learning Solution
Explore Data and Train Models
- Data Exploration and Preprocessing
- Intro to feature engineering
- Create, select, and transform features
- Apply feature scaling techniques
- Create a training pipeline
- Data assets from the designer
- Custom code components
- Evaluate the model, including responsible AI guidelines
Prepare a Model for Deployment
- Configure job run settings for a script
- Configure compute for a job run
- Consume data from a data asset in a job
- MLflow to log metrics from a job run
- Logs to troubleshoot job run errors
- Configure an environment for a job run
- Define parameters for a job
- Create a pipeline
- Pass data between steps in a pipeline
- Run and schedule a pipeline
- Describe MLflow model output
Deploy and Retrain a Model
- Configure settings for online deployment
- Configure compute for a batch deployment
- Deploy a model to an online endpoint
- Deploy a model to a batch endpoint
- Test an online deployed service
- Automate model retraining
- Define event-based retraining triggers
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The trainer is profound in the .NET field, has strong knowledge, and the concept is clear. I wanted to do the course, which makes me an expert in .NET & I can say this is possible only on Trainer’s expertise. The course content of .NET Solution Architect is informative and assertive. Conveyed sufficient time to elaborate on the doubts. ScholarHat is a platform where I learnt so many things and technologies that, I got in touch with .NET Microservices, and Azure DevOps. I am extremely happy with the training method, and the trainer's deep knowledge is very rich and powerful. I was able to learn the concepts and grasp the subject better.
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I think to join ScholarHat is my one of the best decision of my career because before joining ScholarHat I was aware that java-script eating other technologies but I had moderate knowledge about the JS and JQUERY like other most of the developers but now I'm a confident full-stack javascript developer using MEAN STACK because of ScholarHat. So It plays a huge role in my career to enhance my skills in javascript technologies from zero to Hero. The credit goes to the team/person who designs the syllabus of MERN stack training which step by step covers almost all the useful concepts used in real-life development. I got everything that I was looking to enhance my skills, Specially ScholarHat is a unique source of learning about trending technologies like ReactJS and Node.js, I think ScholarHat is the only Organization in Delhi-NCR which gives quality training at a reasonable price.
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(MERN Stack Developer OnGraph Technologies Limited)
Course gives insight to real life exposure and platform to enhance the overall project management skills of .NET Development Program. Training session is quite interactive, and explained with lots of examples, looking forward to the rest of the training. Actually I heard first time for live session, when ScholarHat member called me and awarded me about the LIVE Interactive class. Demo was really fruitful and very clearly explained. ScholarHat staff is energetic to ensure us, providing appropriate knowledge at any time. Real time project helped me to understand basic concept idea. The entire session was so engaging & interviewing. The concepts and content of Course dramatically structured in systematic way. Thanks again to Trainer, enhancing my skills in simple n steady way, with perfect live examples.
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(Software Engineer at NIC Delhi)
The teaching is nice, the technologies that I came to know about MVC is awesome, Trainer always provides information, about what is currently going on in the IT Industry. DNT Staff is Well & Good, ready for cooperation ever. The real-time project helped me for my career Growth, I am very much thankful for the Trainer and strong Knowledge about the Project. I am quite comfortable with ScholarHat Training, the way of expressing technologies, and amazing to be understood by anybody. The only thing required is Practice and I am doing the same. Thanks, ScholarHat for a wonderful experience.
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Frequently Asked Questions
Q1. Can I Attend a Demo Session before Enrolment?
Yes, you can Attend a Demo Session before Enrolment in angular certification course. It gives you the opportunity to assess whether the training program aligns with your learning objectives. So, don't hesitate! Take advantage of this opportunity and attend a demo session before making your decision.
Q2. Can I request for a support session if I need to better understand the topics?
Yes, of course you can request for a support session if you need to better understand the topics. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com
Q3. Who are your mentors?
All our mentors are highly qualified and experience professionals. All have at least 8-10 yrs of development experience in various technologies and are trained by Dot Net Tricks to deliver interactive training to the participants.
Q4. What If I miss my online training class?
All online training classes are recorded. You will get the recorded sessions so that you can watch the online classes when you want. Also, you can join other class to do your missing classes.
Q5. Can I share my course with someone else?
In short, no. Check our licensing that you agree to by using Dot Net Tricks LMS. We track this stuff, any abuse of copyright is taken seriously. Thanks for your understanding on this one.
Q6. Do you provide any course material or live session videos?
Yes we do. You will get access to the entire content including class videos, mockups, and assignments through LMS.
Q7. Do you provide training on latest technology version?
Yes we do. As the technology upgrades we do update our content and provide your training on latest version of that technology.
Q8. Do you prepare me for the job interview?
Yes, we do. We will discuss all possible technical interview questions and answers during the training program so that you can prepare yourself for interview.
Q9. Will I get placement assistance after receiving my course completion certificate?
Yes, you’ll get placement assistance after receiving your course completion certificate. The placement assistance provided by the US will guide you through the job search process, help you polish your resume, and connect you with potential employers. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com
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Quick notes
Hands-on labs
Real-world projects
Interview prep