DP 100: Designing and Implementing a Data Science Solution on Azure

24 hours of formal training program

10 updated modules comprise the curriculum

Design data science solutions with Azure

Reasonable payment processes with instalments

Classroom & online learning modes available

4.85/5

6740 Enrolled

Overview

What you will learn

Implement Azure Machine Learning models
Learn data preprocessing & feature engineering techniques
Train and evaluate machine learning models
Deploy models to Azure Machine Learning
Manage and monitor model performance
Utilise Azure Databricks for data processing
Integrate Azure AI services into solutions

Learning objectives

Upon finishing the training, you will master

Prepare for the DP-100 exam and earn the Microsoft Certified Data Scientist Associate certification

Utilise Azure Machine Learning and Azure Databricks for data ingestion, preparation, modelling, deployment and monitoring in end-to-end cloud data science solutions

Acquire the skills to leverage Azure services for big data analysis, distributed computing, streaming analytics and machine learning

Gain an understanding of working with Azure Machine Learning, Azure Databricks and other related data science services

Design, develop, test, deploy, monitor and secure cloud data science solutions effectively

Ready to get started?

Prerequisites

Successful Azure Data Scientists can enrol for the DP-100 Designing and Implementing a Data Science Solution on Azure course with a fundamental knowledge of cloud computing concepts and experience in general data science and machine learning tools and etc

Creating cloud resources in Microsoft Azure
Using Python to explore and visualise data
Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch and TensorFlow

Overall ratings by our students

Upcoming sessions

Our Trainers

We, at Learners Point, take immense pride in our teaching methods and instructors. Our instructors are some of the best experts in their fields and employ a practical approach to learning. Many of them are globally recognised and have a diverse set of experience in their field of expertise. You are always sure to have the best in the industry as your teachers who are ready to guide you at every step and make the experience informative yet enjoyable. Apart from the focus on learning your chosen course, our instructors also encourage students to develop communication skills and interpersonal skills necessary to excel in the practical world.

Our cutting edge teaching methods make every program an immersive and productive experience for the learners. Our learning methods are research-driven and are continuously updated to stay relevant to present times as well as the future. You will enjoy practical applications of everything learned through theory and regular mock examinations to help monitor your progress. Our courses are led by an instructor in a classroom setup and we do offer online high-quality sessions as well for individuals. We also monitor the training sessions with a progress tracker to maintain high standards of instruction & ethics.

Our Trainers

Learners Point Certificate

Earn a Course Completion Certificate, an official Learners Point credential that confirms that you have successfully completed a course with us.

KHDA Certificate

Earn a KHDA attested Course Certificate. The Knowledge and Human Development Authority (KHDA) is the educational quality assurance and regulatory authority of the Government of Dubai, United Arab Emirates.

CPD Certification

Earn a globally recognized CPD UK Certification with professional credit points. This certificate can be attested by The UAE Ministry of Foreign Affairs and International Cooperation for UAE visa issuance.

Related courses

Curriculum

Successful Azure Data Scientists can enrol for this program with a fundamental knowledge of cloud computing concepts and experience in general data science and machine learning tools and techniques. Specific knowledge in the following is necessary:

Creating cloud resources in Microsoft Azure
Using Python to explore and visualize data
Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow

Introduction to Azure Machine Learning
Working with Azure Machine Learning

Automated Machine Learning
Azure Machine Learning Designer

Introduction to Experiments
Training and Registering Models

Working with Datastores
Working with Datasets

Environments
Compute Targets

Introduction to Pipelines
Publishing and Running Pipelines

Real-time Inferencing
Batch Inferencing
Continuous Integration and Delivery

Hyperparameter Tuning
Automated Machine Learning

Differential Privacy
Model Interpretability
Fairness

Monitoring Models with Application Insights
Monitoring Data Drift

Frequently asked questions

There is a significant demand for professionals with DP-100 Designing and Implementing a Data Science Solution on Azure certification in the global job market. Organizations across industries are increasingly relying on data-driven insights, creating numerous opportunities for certified individuals to leverage Azure's data science capabilities and drive business success.

Completing the DP-100 Designing and Implementing a Data Science Solution on Azure certification training adds significant value to your profile by preparing you to design, build, deploy, and maintain data science solutions on Azure, making you a sought-after professional in the field of data science and advanced analytics.

Attending the DP-100 Designing and Implementing a Data Science Solution on Azure certification programme is crucial if you want to learn how to design, construct, deploy, and maintain data science solutions on Azure. It allows you to get the Microsoft Certified Data Scientist Associate certification, which validates your knowledge of Azure data science services.

The DP-100 Designing and Implementing a Data Science Solution on Azure certification training is ideal for data engineers, data scientists, data analysts, and application developers who want to enhance their skills in designing and implementing data science solutions using Azure's data science services and tools.

The training sessions at Learners Point Academy are engaging, immersive and an intensive hands-on program. Depending on their needs, participants can select from instructor-led classroom-based group coaching, one-on-one training sessions and high-quality live and interactive online sessions.

At Learners Point Academy, if a participant doesn’t wish to proceed with the training after the registration due to any reason, he or she is entitled to a 100% refund. However, the refund will be issued only if we are notified in writing within two days from the date of registration. The refund will be processed within four weeks from the day of exit.