Derek’s Blog: AI/ML Driven Bitcoin Mining
-
Final Post – A Framework for Creating an AI Trading Model
I have mentioned it before – if accurately predicting cyrpto currency price data was as simple as predicting the weather with Neural Network models – then I would be a very wealthy author. However, these past weeks I have come up with a general approach to creating a trading bot:
-
Feature Extraction of Time Series Data?
Depending on the source, the common understanding between the difference between AI, ML, and Deep Learning is one of a Venn Diagram. AI is the ultimate blanket term and most happily abused by marketers. Under this umbrella comes machine learning vs deep learning. A quick google will tell you the difference is Feature Extraction, in…
-
What we’ve learned so far about AI Crypto Trading
Objective: The objective of this project is to train a neural network to trade Bitcoin and other cryptocurrencies. We will use reinforcement learning to train a neural network, using machine learning libraries such as TensorFlow. We will train the network on historical cryptocurrency price data. Once trained the network will be evaluated on its trading…
-
Getting Started with AI
My name is Derek Lyon and this will be the last class I’ll be taking to complete the OSU CS Postbacc. I live in San Diego and currently work as a Manufacturing Process Engineer in the Aerospace field building RF & Microwave microelectronics. These past years I’ve been using things I’ve learned at OSU to…