Free Download Data–Centric AI Best Practices, Responsible AI, and More
Released 1/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 2h 50m | Size: 321 MB
Machine learning typically focuses on producing effective models for a given dataset. In real-world applications, data is messy and improving models is not the only way to get better performance. Data-centric AI (DCAI) is an emerging science that studies techniques to improve datasets, which is often the best way to improve performance in practical ML applications. While data scientists have long practiced this manually via ad hoc trial/error and intuition, DCAI considers the improvement of data as a systematic engineering discipline. In this course, Aishwarya Srinivasan covers the data-centric principles that guide our path forward in this new age of AI as we shift from a model-centric approach to a data-centric paradigm. Learn about DCAI—what it is and the value it offers. Aishwarya covers the DCAI workflow; MLOps as part of DCAI; data validation and preprocessing; model validation; bias detection and mitigation; responsible AI; and more.

Published 12/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 626.75 MB | Duration: 1h 54m
Ethical Investing & ESG Sustainability: Craft a Sustainable Future for Business & Society, Unveiling the Power of ESG.
Free Download What you'll learn

Free Download Responsible Ai Course – Guide To Business Ethical Practices
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 311.25 MB | Duration: 1h 3m
Understand & Learn How To Use LLM's Generative AI Tools Like ChatGPT, Microsoft Bing, Google Bard Responsibly For Work

Free Download Implement Responsible Consumption And Production Initiatives
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 887.29 MB | Duration: 0h 0m
Strategies To Reduce Waste, Build Sustainable Processes And Set Future Environmental Goals For A Greener Business

Published 1/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.69 GB | Duration: 8h 35m

Last updated 12/2021
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.72 GB | Duration: 5h 31m
Positive Parenting Course--Learn Parenting Skills and Strategies to Create a Loving and Nurturing Home.

Released 09/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 50m | Size: 944.4 MB
Leading change is always challenging, but it's necessary to grow and improve. This is especially true if you're managing projects or programs as a senior responsible owner at your organization. In this course, instructor Claudine Peet shows senior responsible owners—also known as SROs or project sponsors—how to be a leader who uses change management strategies to successfully deliver transformational change. Find out more about what an SRO is and where they are involved in the project and program environment. Explore your specific responsibilities, the challenges you need to overcome, and potential solutions to drive change at your organization. Along the way, get tips from Claudine on what you can do to grow your career and support your role.

Linkedin Learning - Foundations of Responsible AI-XQZT
English | Tutorial | Size: 1.03 GB

Released 08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 2h 30m | Size: 1 GB
How well do you understand the issues around algorithmic bias and unfairness? In this course, data scientist and AI ethicist Ayodele Odubela teaches you the principles of responsible AI, as well as the frameworks necessary to apply RAI techniques in AI systems. Ayodele explains modern AI development and problems in machine learning (ML) that differ from software engineering. She discusses big data and where it comes from, then covers several important points of data awareness and literacy. Ayodele goes over ethical frameworks, consequence scanning, fairness, accountability, and more. She also explains fairness-related harms, why they arise, why they matter, and what you can to avoid or mitigate them. Plus, Ayodele offers a detailed description of human rights as related to AI.

O'REILLY - AI Superstream Responsible AI-iLLiTERATE
English | Size: 3.14 GB
Category: Programming