# datacamp_mlwpy

Courses:

- [x] Supervised learning
- [x] Unsupervised learning
- [ ] Linear classifiers
- [x] ML w/ tree based models
- [x] XGBoost
- [ ] Cluster analysis
- [ ] Dimensionality reduction
- [ ] Preprocessing for ML
- [ ] ML for time series data
- [ ] Feature engineering for ML
- [x] Model validation
- [ ] Intro to NLP
- [ ] Feature engineering for NLP
- [ ] Intro to TensorFlow
- [ ] Intro to DL
- [x] Intro to DL w/ Keras
- [ ] Advanced DL w/ Keras
- [ ] Image processing
- [ ] Image processing w/ Keras
- [ ] Hyperparameter tuning
- [x] Intro to PySpark
- [x] ML w/ PySpark
- [ ] Kaggle

<br>

## Links

https://learn.datacamp.com/career-tracks/machine-learning-scientist-with-python<br>
https://datacamp-global.slack.com<br>
https://github.com/jakevdp/PythonDataScienceHandbook/tree/master/notebooks<br>
https://github.com/ageron/handson-ml2<br>
