Springboard/Notes/datacamp notebooks at main · NBPub/Springboard · GitHub

Name		Name	Last commit message	Last commit date
parent directory ..
14 Supervised Learning.ipynb		14 Supervised Learning.ipynb
15 Unsupervised,Clustering,PCA.ipynb		15 Unsupervised,Clustering,PCA.ipynb
16.1.4 Feature_Engineering.ipynb		16.1.4 Feature_Engineering.ipynb
21_1 Time Series, ARIMA+other models.ipynb		21_1 Time Series, ARIMA+other models.ipynb
21_2 ARIMA, Machine Learning for Time Series.md		21_2 ARIMA, Machine Learning for Time Series.md
25.2 pyspark datacamp.py		25.2 pyspark datacamp.py
README.md		README.md
md_table_skeleton_maker.ipynb		md_table_skeleton_maker.ipynb

README.md

Notes

Notebooks, Code
- 14 Supervised Learning
- 15 Unsupervised Learning
- 16 Feature Engineering
- 21.1 Time Series 1
- 21.2 Time Series 2
- 25 PySpark

brief overview of completed courses

Python
- introduction, intermediate, functions, "toolbox"
- data importing, data cleaning, data types
- statistical thinking
pandas
- data maniupulation, joining,
SQL
- intro, intermediate, joining data
scikit-learn, statsmodels
- supervised learning, unsupervised learning, time series analysis, feature engineering
other
- PySpark, Git