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Designing & Implementing a Data Science Solution on Azure (DP-100T01) Certification Training
DP-100 Certification Training
Unlock mastery in Azure cloud-based machine learning solutions. Empower your team with Python expertise by training them in designing and deploying ML models, running pipelines, and more.
The 04-days (32-hour), intermediate-level, DP-100T01: Designing & Implementing a Data Sci
Group Discount
Flexible learning options: Online and Corporate Training tailored by 1,000+ Subject Matter Experts (SMEs)
Access meticulously curated and quality-assured training materials designed for a globally recognized certification-focused curriculum.
The comprehensive program includes exam preparation materials, practice tests, Q & A sessions, and additional resources.
DP-100T01: Designing & Implementing a Data Science Solution on Azure Course Overview
Unlock the full potential of data science with Vinsys cutting-edge Microsoft Azure training. Tailored for data scientists, this program seamlessly integrates Python and machine learning, establishing a robust foundation for data management, model training, and Azure deployment. With a meticulously designed 32-hour curriculum, participants are thoroughly prepared for the DP-100 Exam, a pivotal step towards obtaining the prestigious Microsoft Certified Azure Data Scientist Associate Certification.
The course delves deep into the core principles of data science, offering a hands-on approach to using Python and machine learning frameworks effectively. Participants will master seamless data management, learning to ingest and prepare data with precision. Beyond fundamentals, the training covers advanced topics such as model training, deployment, and real-time solution monitoring on the Azure platform. The courses practical orientation ensures that data scientists can operate machine learning solutions at a cloud scale, meeting the evolving demands of the industry.
At the heart of Vinsys Data Science Solution on Microsoft Azure training is a commitment to empowering participants with knowledge and skills crucial for success in data science. Aligned with industry demands, the course provides a robust foundation for professionals aiming to advance their careers in data science.
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Course Objectives
Completion of this course equips you with advanced skills in:
• Examine the field of Data Science by employing Azure Machine Learning services.
• Enhance Machine Learning procedures through automated implementations with Azure Machine Learning services.
• Track the performance of Machine Learning Models using the Azure Machine Learning service.
• Address data ingestion, preparation, model training, deployment, and monitoring in the context of Azure Machine Learning services.
Audience
This course will target:
• Data scientists with proficiency in Python and expertise in machine learning frameworks such as Scikit-Learn, PyTorch, and Tensorflow.
• Professionals aiming to develop and operate cloud-based machine learning solutions.
• Individuals aspiring to achieve the Microsoft Azure Data Scientist Associate certification.
Eligibility Criteria
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Initiate your learning journey with DP-100T01: Designing & Implementing a Data Science Solution on Azure. Recommended prerequisites for this course encompass:
- Proficiency in creating cloud resources within Microsoft Azure.
- Experience in training and validating machine learning models using widely-used frameworks such as Scikit-Learn, PyTorch, and TensorFlow.
- Familiarity with working with containers in a computing environment.
Course Outline
Module 1- Get Started with Microsoft Azure Machine Learning [ML]
- Microsoft Azure machine learning introduction
- Working with Azure ML
Module 2- Visual Tools for ML
- Automated ML
- Azure machine learning designer
Module 3- Run Experiments & Training Models
- Experiments
- Training/Registering models
Module 4- Work with Data
- Working with data stores
- Working with datasets
Module 5- Work with Compute
- Working with environments
- Working with compute targets
Module 6- Orchestrate Operations with pipelines
- Pipelines' introduction
- Publishing/Running pipelines
Module 7-Deploy and Consume Models
- Real-time inferencing
- Batch inferencing
- Continuous integration and delivery
Module 8- Train Optimal Models
- Hyperparameter tuning
- Automated machine learning
Module 9- Responsible Machine Learning
- Differential privacy
- Model interpretability
- Fairness
Module 10- Monitor Models
- Monitor models via application insights
- Monitor data drift
About The Certification
The Exam DP-100: Designing and Implementing a Data Science Solution on Azure Training
The Microsoft Certified: Azure Data Scientist Associate Certification is designed for individuals proficient in applying machine learning (ML) and data science skills to execute ML workloads on Azure, specifically using Azure ML Service. This certification involves establishing an effective environment for data science workloads on Azure, conducting data experiments, and deploying ML models into production.
Successful completion of the DP-100 exam (Designing & Implementing a Data Science Solution on Azure) is required to earn this certification.
Choose Your Preferred Mode
ONLINE TRAINING
- 4-day instructor-led online training
- Access to Vinsys authorized course contents and training materials
- 24x7 learner assistance and support
- Experienced subject matter experts (SMEs)
CORPORATE TRAINING
- Blended Learning Delivery Model (Self-Paced E-Learning and/or Instructor-Led Options)
- Enterprise-Class Learning Management System (LMS)
- 24x7 teaching assistance and support
- Customized training across various domains. Three different delivery methods are available for our courses: virtual instructor-led training (vILT), private group training, and instructor-led training (ILT).
FAQ’s
Why opt for Vinsys to learn Designing/Implementing a Data Science Solution on Azure?
Vinsys stands out as a globally recognized training provider, both for individuals and corporations, and holds the official status of being a Microsoft partner for Azure certifications. Our courses, led by Microsoft-certified and highly-experienced Vinsys professionals, ensure a comprehensive upskilling experience. The 24/7 learner support further enhances your learning journey, providing the necessary resources to seize valuable opportunities in the Azure domain.
Who conducts the training – Vinsys or Microsoft employees?
Microsoft-certified and highly-experienced Vinsys employees will deliver the Azure course.
Is this Azure course suitable for beginners in data science?
This intermediate-level training is tailored for data scientists. Individuals new to data science or machine learning may find it beneficial to start with the Microsoft Azure AI fundamentals.
Do I receive the Data Science Solution on Microsoft Azure certification upon course completion?
Upon completion, you receive a course completion certificate. Additionally, acquiring the Azure Data Scientist Associate credential requires passing the DP-100 examination.
Does this course prepare for the master-level Azure Data Science certification?
No, it focuses on obtaining Microsoft's associate credential.
Is there a specific retirement date for the DP-100 certification exam?
Microsoft has not specified a retirement date for the DP-100 certification exam.
What proficiency in Python is required prior to joining the DP-100 Data Science course?
Before enrolling in the DP-100 online training, it is essential to possess experience in Python coding for tasks like visualizing and exploring data, utilizing libraries such as Pandas, Matplotlib, and NumPy.
What advantages come with taking the DP-100 course?
Engaging in the DP-100 program enables preparation for the DP-100 exam. Successfully passing the exam allows you to attain the Microsoft Certified Data Scientist Associate certification.
Why Vinsys
Seasoned Instructors
Official Vendor Partnerships
Authorized Courseware
3,000+ Courses & 2,000+ Modules
In Synch with Tech-advancements
Customizable Blended Learning Options
Reviews
Vinsys' DP-100T01 course reshaped my data science career. The hands-on experience with Microsoft Azure, Python, and machine learning was immediately applicable to my projects. Engaging online sessions and 24/7 support ensured a thorough preparation for the DP-100 exam. Highly recommended for serious data science enthusiasts.
Uttam KumarData Scientist
Vinsys' DP-100T01 corporate training aligned our data science practices with Azure. The tailored program and customizable skill development proved beneficial. Instructor-led sessions and 24/7 assistance kept our team on track, though more industry-specific case studies would have added value.
Nitin MarkandeyData Engineer
