Communicating Insights from Microsoft Azure to the Business

سرفصل های دوره

In order to gain a competitive advantage, enterprises wish to realize the value of big data. In this course, you will learn how to perform analysis on a large volume of data and communicate critical insights to the business from Microsoft Azure.

1. Course Overview

1. Course Overview

2. Setting the Stage

1. Module Overview

2. Data Science Overview

3. Understanding the Modeling Process

4. Model Training

5. Model Evaluation

6. Microsofts Team Data Science Process

7. Data Science Services and Tools in Azure

8. Specialized Roles in Data Science

9. Summary

3. Working with Azure Databricks

1. Module Overview

2. Understanding the Azure Databricks Ecosystem

3. Understanding Apache Spark and Notebook

4. Demo - Configuring and Working with Azure Databricks

5. Demo - Azure Databricks with Azure Data Lake Storage Gen2

6. Demo - Performing Exploratory Data Analysis using Azure Databricks

7. Demo - Working with Streaming Data Using Azure Databricks and Event Hubs

8. Summary

4. Model Evaluation and Summarizing Results

1. Module Overview

2. Model Training Process

3. Model Training Techniques

4. Demo - Create Model and Perform Predictive Analytics Part 1

5. Demo - Create Model and Perform Predictive Analytics Part 2

6. Demo - Create Model and Perform Predictive Analytics Part3

7. Summary

5. Reviewing Results with Stakeholders

1. Module Overview

2. Communicating Knowledge and Insights

3. Demo - Communicating Insights using Power BI

4. Demo - Communicating Insights using MatPlotLib

5. Summary

“Master in Jenkins Declarative Pipeline with 100+ Examples” به سبد خرید شما اضافه شد. مشاهده سبد خرید

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تولید کننده: PluralSight