Sentiment Analysis using Synapse ML(Part-6)- End to End Azure Data Engineering Project using Fabric

Unlock the power of Bing News Data Analytics in our latest tutorial, where we embark on a comprehensive End-to-End Azure Data Engineering Project utilizing Microsoft Fabric! 🌐
The Topics covered in this Project are,
1. Data Ingestion from Bing API using Data Factory: Learn how to seamlessly pull in data from external sources, setting the foundation for your analytics project.
2. Data Transformation using Synapse Data Engineering: Dive into the process of shaping and refining your raw JSON data to a curated Delta Table, including techniques like incremental loading to keep your processes efficient.
3. Sentiment Analysis using Synapse Data Science: Uncover insights hidden within the news description by predicting the sentiment of the news classified as Positive, Negative or Neutral.
4. Orchestration using Data Factory via pipelines: Discover the art of orchestrating your data workflows, ensuring smooth and efficient operations.
5. Data Reporting using Power BI: Visualize your data in a compelling and actionable manner, empowering stakeholders with valuable insights.
6. Configuring Alerts using the Data Activator: Stay ahead of potential issues by setting up alerts and notifications within your Power BI visuals using a new tool called Data Activator.
7. End to End Pipeline Testing: The complete flow will be tested right from the data ingestion to the data transformation and until the report gets updated with the incoming new data to Validate the integrity and performance of your pipelines, ensuring reliability and accuracy.
This project revolves around Bing News Data Analytics, a practical application that involves ingesting news data daily and generating insightful reports. By walking through each step in a simplified manner, I aim to make Azure Data Engineering accessible to all enthusiasts, regardless of their background.
- - - Book a Private One on One Meeting with me (1 Hour) - - -
www.buymeacoff...
- - - Express your encouragement by brewing up a cup of support for me - - -
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- - - Other useful playlist: - - -
1. Microsoft Fabric Playlist: • Microsoft Fabric Tutor...
2. Azure General Topics Playlist: • Azure Beginner Tutorials
3. Azure Data Factory Playlist: • Azure Data Factory Tut...
4. Databricks CICD Playlist: • CI/CD (Continuous Inte...
5. Azure Databricks Playlist: • Azure Databricks Tutor...
6. Azure End to End Project Playlist: • End to End Azure Data ...
7. End to End Azure Data Engineering Project: • An End to End Azure Da...
- - - Let’s Connect: - - -
Email: [e-mail]
Instagram: mrk_talkstech
- - - About me: - - -
Mr. K is a passionate teacher created this channel for only one goal "TO HELP PEOPLE LEARN ABOUT THE MODERN DATA PLATFORM SOLUTIONS USING CLOUD TECHNOLOGIES"
I will be creating playlist which covers the below topics (with DEMO)
1. Azure Beginner Tutorials
2. Azure Data Factory
3. Azure Synapse Analytics
4. Azure Databricks
5. Microsoft Power BI
6. Azure Data Lake Gen2
7. Azure DevOps
8. GitHub (and several other topics)
After creating some basic foundational videos, I will be creating some of the videos with the real time scenarios / use case specific to the three common Data Fields,
1. Data Engineer
2. Data Analyst
3. Data Scientist
Can't wait to help people with my videos.
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[@guilhermecoelho7012]

Hi, im getting this error when i run the model cell
"{"response":"{\"error\":{\"code\":\"PermissionDeni..."
response: ""{\"error\":{\"code\":\"PermissionDenied\",\"message\": \"Principal does not have access to API/Operation.\"}}""
status: "{"protocolVersion":{"protocol":"HTTP","major":1,"m..."
protocolVersion: "{"protocol":"HTTP","major":1,"minor":1}"
protocol: ""HTTP""
major: "1"
minor: "1"
statusCode: "401"
reasonPhrase: ""Unauthorized""

[@johnnybegood948]

Hi! Did you find the solution?

[@guilhermecoelho7012]

@@johnnybegood948 Follow this
learn.microsoft.com/en-us/fabric/data-science/how-to-use-ai-services-with-synapseml

[@flenderish]

@@johnnybegood948 I face the same error, is there any way to solve it?

[@brunoargollo1993]

Thank you for sharing you knowledge. I am getting this error in the error field when using this mod3l
"{"response":"{\"error\":{\"code\":\"PermissionDeni..."
response: ""{\"error\":{\"code\":\"PermissionDenied\",\"message\": \"Principal does not have access to API/Operation.\"}}""
status: "{"protocolVersion":{"protocol":"HTTP","major":1,"m..."
protocolVersion: "{"protocol":"HTTP","major":1,"minor":1}"
protocol: ""HTTP""
major: "1"
minor: "1"
statusCode: "401"
reasonPhrase: ""Unauthorized""
Do you know how to fix it?

[@johnnybegood948]

Hi! Did you find the solution?

[@DanielWeikert]

You did not need a subscription key for the synapseml package. Is there an overview which of the classes can be used without an additional azure resource and costs? Thx

[@sudeepbehera5921]

Thank you for making this project. Please upload upcoming videos.

[@mr.ktalkstech]

Thank you so much :)

[@lalithroy]

Thank you for taking efforts and explaining clearly. Nice info video Mr k.

[@mr.ktalkstech]

Thank you so much :)