Supervised Learning
- Overview of ML Pipelines
- Loss functions for machine learning (classification, regression)
- How to tune learning rate for machine learning / deep learning?
- What is Confusion Matrix?
- Backprop in Practice
Tree-bsaed models
Unsupervised Learning
Time Series Analysis
- A Gentle Introduction of Important Terms in Time Series Analysis
- Preparing windowed dataset for time series forecasting
- How to forecast time series in Python with ARIMA?
- Pandas time series frequency - abbreviaitons for microseconds, milliseconds, seconds
No comments:
Post a Comment