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Convolutional Neural Networks: this is CNN (but not the news network). A look at the AI technology behind a recent explosion in the effectiveness of artificial image recognition.
SHOW NOTES
1. Neural Networks Made Easy
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This week we take a look at the machine language and software that we will be using to build our self-driving car.
SHOW NOTES:
1. Python Programming Language
2. Anaconda Programming Language (Python)
3. Spyder (Development Software)
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Fehlende Folgen?
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More on how neural networks learn: Cost (how far you are from the mark) Gradient Descent (how to mathematically move to the desired outcome) and Stochastic Gradient Descent (how to move to the desired outcome in a system that is not uniform or random).
Be sure to subscribe and review on iTunes and shout out to us on social media (links in the show notes)
SHOW NOTES:
1. iTunes Link
2. Twitter @ItsMeandMyAI
3. Facebook Page
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In this episode, I take a deeper look at how neural networks train themselves to do complex tasks (learn) and then engage in those complex tasks (work).
SHOW NOTES:
1. Predicting Ames House Prices
2. How do Artificial Neural Networks Learn
3. The Jerk
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In episode 3 I discuss the structure of the human brain and how that structure is emulated by the neural networks of AIs.
SHOW NOTES:
1. The Neuron
2. The Neural Net Image (full article HERE)
3. The New Optimists
4. Swearing Robot from Boston Dynamics
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An explanation of the single algorithm that underpins AI, the Bellman Equation, and the process that allows AI to model the randomness of life, the Markov Process.
And don't worry, I keep it simple, for example, I start by telling you exactly what an algorithm is.
And in the RUMP, another excerpt.
SHOW NOTES
1. The Bellman Equation: WIKIPEDIA DOCUMENTARY
2. The Markov Process: WIKIPEDIA
3. The Cartoon Guide to Calculus
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Welcome to the very first episode of Me and My AI, the podcast in which I document two journeys:
1. Creating an AI
2. Writing a novel in which an AI is a major character
In this very first episode I talk about a course I am taking, and an interesting article that I read about AI and also, if you stick around until the end (the RUMP of the podcast) I will read an excerpt from my WIP novel.
SHOW NOTES
1. Artificial Intelligence A to Z: Learn How to Build an AI
2. Reinforcement Learning: 10 Breakthrough Technologies
3. Crowdfinders Podcast
