Machine Learning Guide
A machine learning podcast teaching the fundamentals of machine learning and artificial intelligence. It covers intuition, models, neural networks, math, languages, frameworks, etc. Where visual ML resources provide the trees, I provide the forest. Podcasts are a great supplement during exercise, commute, chores, etc.
MLG 026 Project Bitcoin Trader
Jan 26, 2018
Click to Play Episode
Community project & intro to Bitcoin/crypto + trading
Try a walking desk to stay healthy while you study or work!
Show Notes
NOTE. This episode is no longer relevant and will be archived. The current podcast project is Gnothi (see sidebar)
- Project: Trading Crypto
- Reasons
- Get rich
- Hot topic
- Special: Intuitively highlights decisions: hypers, supervised v reinforcement, LSTM v CNN
- Pros: skip this
- Reasons
- Crypto (v stock)
- Bitcoin, Ethereum, Litecoin, Ripple
- Many benefits (immutable permenant distributed ledger; security; low fees; international; etc)
- For our purposes: popular, volatile, singular
- Singular like Forex vs Stock (instruments)
- Trading basics
- Day, swing, investing
- Patterns (technical analysis, vs fundamentals)
- OHLCV / Candles
- Indicators
- Exchanges & Arbitrage (GDAX, Krakken)
- Good because highlights lots
- LSTM v CNN
- Supervised v Reinforcement
- Obvious net architectures (indicators, time-series, tanh v relu)