Tag: Data

September 9, 2023

Synthetic Data as the Future of AI Privacy, Explainability, and Fairness

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Free Download Synthetic Data as the Future of AI Privacy, Explainability, and Fairness
Released: 09/2023
Duration: 2h 11m | .MP4 1280×720, 30 fps(r) | AAC, 48000 Hz, 2ch | 362 MB
Level: Advanced | Genre: eLearning | Language: English
The European Commission’s JRC sees synthetic data as “the key enabler for artificial intelligence,” and analyst firm Gartner predicts that, by 2024, 60% of all AI training data will be synthetic-yet many data and AI professionals are not yet familiar with this privacy-enhancing technology. In this course, synthetic data and privacy expert Alexandra Ebert teaches you the fundamentals of AI-generated synthetic data. Learn how synthetic data can help you stay in compliance with privacy laws. Find out what AI-generated synthetic data is and go over its benefits and limitations. Explore how synthetic data can support your organization’s strategic objectives. Dive into ways to assess synthetic data’s quality and discover best practices for getting started with synthetic data and introducing it within your organization. Plus, learn about different ways synthetic data is used, particularly in the context of Responsible AI or Ethical AI.

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September 9, 2023

Power BI Data Dashboards

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Free Download Power BI Data Dashboards
Released 8/2023
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 2h 24m | Size: 370 MB
Power BI is a powerful data analytics application for modeling data and creating data visualizations. To truly leverage the power of Power BI, you need to use your visuals impactfully to communicate trends and analysis to make decisions. In this course, data analytics and business analysis expert Helen Wall focuses on the Power BI dashboard, where users interact with charts and graphs that communicate trends in their data. Go over building data dashboards, setting up the Power BI model and ecosystem, and choosing colors. Explore various tools to work with and data and visualize it. Learn ways to compare multiple values, and dive into the mapping options available to you. Find out how to customize tooltips, configure chiclet slicers, display Top N rankings, and more, to put it all together in your own dashboard. To wrap up, learn how to share your work with a phone view, publishing to the Power BI service, and sharing Power BI models.

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