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STEM: AI Course Introduction to Neural Networks, Foundation of ChatGPT
David Salch
Popular
Average rating:4.9Number of reviews:(3,268)
Build a real artificial brain to explore the technology within AI on your own computer.
Class experience
Build an actual brain simulation on your own computer using neural networks that can be trained to perform complex tasks! This is a hands-on class where each student will utilize free software to build and operate a true artificial intelligence simulation just like that used at the heart of the newer AI technologies. At the heart of all the new breakthroughs is the neural network. understanding this construct is key to understanding what is happening within the overall technology. In this...
Understand the creation and manipulation of neural networks training and usage through hands-on exploration.
I have been in the AI space since the 1990s, and watched the technology change and mature to what it is today. I have built several projects utilizing this technology throughout that time. Now, in retirement, I seek to bring understanding to the next generation of how we got where we are today.
Homework Offered
Each week there will be projects for each learner to explore on their own time.1 - 2 hours per week outside of class
Assessments Offered
Grades Offered
Each learner will need the following:
1. A computer suitable to run java applications (not chromebook or tablet)
2. Java runtime installed
3. Download and install the software "SimBrain"
https://simbrain.net/
4. Access the website for TensorFlow PlaygroundPopular
Average rating:4.9Number of reviews:(3,268)
Learning facts and skills is definitely important, but an often missed but critical piece of education is understanding the foundation. Without a proper understanding of the underlying principles of "how something works," the collection of facts...
Group Class
$240
for 10 classes1x per week, 10 weeks
50 min
Live video meetings
Ages: 12-17
3-12 learners per class
