Jupyter Notebook Files for The Mechanics of Machine Learning

• intro/stats.ipynb
• first-taste/go.ipynb
• first-taste/class.ipynb
• first-taste/mnist.ipynb
• first-taste/mnist2.ipynb
• first-taste/lm_vs_rf.ipynb
• tools/pd.ipynb
• tools/pd2.ipynb
• tools/plt.ipynb
• tools/np.ipynb
• prep/sniff.ipynb
• prep/logs.ipynb
• catvars/targencode.ipynb
• catvars/cats.ipynb
• bulldozer-intro/sniff.ipynb
• bulldozer-feateng/eng.ipynb
• bulldozer-feateng/onehot.ipynb
• bulldozer-testing/prep.ipynb
• bulldozer-testing/trend.ipynb
• bulldozer-testing/prod-trend.ipynb
• metrics/sniff.ipynb
• metrics/logs.ipynb
• testing/trainerror.ipynb
• testing/metrics.ipynb
• classtest/sniff.ipynb
• classtest/logloss.ipynb
• math/play.ipynb