Microsoft
Microsoft Azure Data Scientist Associate: Cloud-Powered Data Skills Professional Certificate
Microsoft

Microsoft Azure Data Scientist Associate: Cloud-Powered Data Skills Professional Certificate

Advance your career with Microsoft Azure skills. Prepare for the Microsoft Azure Data Fundamentals DP-100 certification exam with these courses.

 Microsoft

Instructor: Microsoft

Included with Coursera Plus

Earn a career credential that demonstrates your expertise

(503 reviews)

Intermediate level

Recommended experience

2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Earn a career credential that demonstrates your expertise

(503 reviews)

Intermediate level

Recommended experience

2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • Manage Azure resources for machine learning

  • Run experiments and train models

  • Deploy and operationalize ethical machine learning solutions

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Industry certification
Taught in English
93 practice exercises

Earn 50% off your Microsoft Azure Data Fundamentals DP-100 Certification Exam

Professional Certificate - 5 course series

What you'll learn

  • How to plan and create a working environment for data science workloads on Azure

  • How to run data experiments and train predictive models

Skills you'll gain

Deep Learning, Pandas (Python Package), Unsupervised Learning, Machine Learning, Artificial Neural Networks, Regression Analysis, Scikit Learn (Machine Learning Library), Microsoft Azure, PyTorch (Machine Learning Library), Data Analysis, Predictive Modeling, Exploratory Data Analysis, Data Science, Jupyter, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), Tensorflow, Data Visualization, and Image Analysis

What you'll learn

  • Identify different kinds of machine learning models

  • How to use the automated machine learning capability of Azure Machine Learning to train and deploy a predictive model

  • Create regression, classification, and clustering models using Azure Machine Learning designer

  • Use Azure Machine Learning to create and publish models without writing code

Skills you'll gain

Microsoft Azure, Regression Analysis, Machine Learning, Predictive Modeling, Unsupervised Learning, Supervised Learning, Databricks, Data Pipelines, MLOps (Machine Learning Operations), Application Deployment, Applied Machine Learning, Virtual Machines, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, and Scikit Learn (Machine Learning Library)

What you'll learn

  • Learn how to use the Azure Machine Learning Python SDK to create and manage enterprise-ready ML solutions

  • Work with Data and Computer in Azure Machine Learning

  • Use the Azure Machine Learning SDK to train a model. Select models and protect sensitive data

  • Orchestrate pipelines and deploy real-time machine learning services with Azure Machine Learning

Skills you'll gain

Microsoft Azure, MLOps (Machine Learning Operations), Data Pipelines, Responsible AI, Cloud Computing, Machine Learning, Performance Tuning, Data Security, Continuous Monitoring, Information Privacy, Scalability, Data Ethics, and Databricks

What you'll learn

  • Harness the power of Apache Spark and powerful clusters running on the Azure Databricks platform to run data science workloads.

  • Perform machine learning with Azure Databricks. Work with User-Defined Function (UDF) in Azure Databricks

  • Work with DataFrames in Azure Databricks. Use Azure Databricks and the Apache Spark notebook to process large amounts of data

  • Build and query a Delta Lake

Skills you'll gain

Apache Spark, Databricks, Microsoft Azure, Big Data, Exploratory Data Analysis, PySpark, Deep Learning, Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), MLOps (Machine Learning Operations), Data Transformation, and Data Processing

What you'll learn

  • Outline the key points covered in the Data Science on Microsoft Azure Exam course

  • Describe best practices for preparing for the Exam DP-100: Designing and Implementing a Data Science Solution on Azure

  • Demonstrate proficiency in the skills measured in the DP-100: Designing and Implementing a Data Science Solution on Azure

Skills you'll gain

Machine Learning, Microsoft Azure, Predictive Modeling, Databricks, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Science, MLOps (Machine Learning Operations), Applied Machine Learning, and Exploratory Data Analysis

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

 Microsoft
239 Courses1,945,410 learners

Offered by

Microsoft

Compare with similar products

Rating
Level
Skills
Tools
Last updated
Number of practice exercises
Degree eligibility
Part of Coursera Plus

You might also like

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions

¹ Median salary and job opening data are sourced from Lightcast™ Job Postings Report. Content Creator, Machine Learning Engineer and Salesforce Development Representative (1/1/2024 - 12/31/2024) All other job roles (10/1/2024 - 10/1/2025)