Designing and Implementing a Data Science Solution on Azure Path (DP-100) with Practice Exam
Created by Team Mammoth
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28 lectures
01
Skill level
All levels
02
Sections
7
03
Lectures
28
04
Instructor
Team Mammoth
What's inside
This course includes.
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7
Sections
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1
Quizzes
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 01 Course Overview 4 lectures Preview
01 Course Overview
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02 What Is Microsoft Azure Machine Learning
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03 What Is Microsoft Certified Azure Data Scientist Associate
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Source Files
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+ 02 Introduction to Cloud Computing for Machine Learning 7 lectures
01 Why Use The Cloud For Machine Learning
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02 Benefits of Cloud Computing
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03 Public Vs Private Cloud Computing
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04 Managed Vs Unmanaged Cloud Computing
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05 Iaas Vs Paas Vs Saas In Cloud Computing
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06 Google Cloud Vs AWS Vs Azure For Machine Learning
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Source Files
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+ 03 Introduction to Azure Machine Learning 2 lectures
01 What Is Azure Machine Learning Studio
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Source Files
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+ 04 Build a cluster and pipeline in Azure Machine Learning 5 lectures
01 Build An Azure Machine Learning Workspace
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02 Build A New Compute Cluster In Microsoft Azure ML
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03A Build A Pipeline In Microsoft Azure ML Designer
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03B What Is Azure Machine Learning Designer
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+ 05 Build a dataset in Microsoft Azure ML Studio 5 lectures
01 Build A Dataset In Microsoft Azure ML Designer
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02 Clean Missing Data In Microsoft Azure ML Designer
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03 Normalize Data In Microsoft Azure ML Studio
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04 Run A Data Transformation Pipeline In Microsoft Azure ML Designer
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+ 06 Build a regression machine learning model with Azure Machine Learning 4 lectures
01 What Is Linear Regression
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02 Build A Model Training Pipeline In Microsoft Azure Ml Studio
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03 Evaluate A Machine Learning Model In Microsoft Azure Ml
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Source Files
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+ Test Your Knowledge 1 lecture
Practice Exam
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
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