Tag: Synthetic

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


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.

(more…)

Synthetic Data for Deep Learning Generate Synthetic Data for Decision Making and Applications with Python and R


Free Download Synthetic Data for Deep Learning: Generate Synthetic Data for Decision Making and Applications with Python and R by Necmi Gürsakal
English | January 2, 2023 | ISBN: 1484285867 | 239 pages | MOBI | 13 Mb
Data is the indispensable fuel that drives the decision making of everything from governments, to major corporations, to sports teams. Its value is almost beyond measure. But what if that data is either unavailable or problematic to access? That’s where synthetic data comes in. This book will show you how to generate synthetic data and use it to maximum effect.

(more…)

Our Synthetic Environment (Rebel Reads), New Edition


Free Download Our Synthetic Environment (Rebel Reads), New Edition by Murray Bookchin
English | November 1st, 2022 | ISBN: 1632461390 | 264 pages | True EPUB | 5.93 MB
Originally published in 1962, Our Synthetic Environment explores the negative effects that chemicals and other toxins in the environment have on human health. From the degradation of our food and soil due to industrial agricultural methods, to how pollution and radiation are the causes of illnesses like cancer, this book was visionary in its anticipation of many of the ecological problems our planet currently faces. Written by one of the leading eco-thinkers of the twentieth century, Our Synthetic Environment is as vital a read today as it was when it was first published.

(more…)