From neuroscience to a simple software - West hemisphere
Details
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https://2d3d.ai at it again, and this time we have a special guest who will teach us about the evolution of machine learning!
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Bio:
Ron is a data scientist specializing in video & text analysis, with wide experience in data management, architecture and reasoning, and of course, an AI & DL enthusiast.
Currently working with AiVF Ltd as VP R&D, and leading the data science team, where they develop software for IVF clinics in order to improve birth success rates by analyzing embryos’ videos and EMR (structured) data.
Ron is also the Co-founder and CEO of Give & Tech, a nonprofit organization which teaches Tech & Science courses and donate 100% of the proceeds to social causes. (giveandtech.org.il)
reddit: /u/ronwein
Linkedin: https://www.linkedin.com/in/ron-weiner/
Abstract:
We will go through the evolution of the AI field, how did it all begin and what is the historical connection to neuroscience. We will cover the inspiration that lead to different types of architectures such as CNN and RNN.
By examining the similarities between the human visual cortex and CNN architecture, we will see why and how deep learning should be common knowledge to every human being.
Along the neuroscience field, we will see how and why the internet helped ML grow so quickly. Eventually, we will enjoy some state of the art implementations, such as image classification training in the browser in a matter of seconds and more.
This is an intro lecture for anyone interested in understanding how deep learning works and what inspired and enabled it
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