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Index
PREFACE
WHAT IS MACHINE LEARNING?
MACHINE LEARNING CATEGORIES
THE MACHINE LEARNING TOOLBOX
DATA SCRUBBING
SETTING UP YOUR DATA
LINEAR REGRESSION
LOGISTIC REGRESSION
k-NEAREST NEIGHBORS
k-MEANS CLUSTERING
BIAS & VARIANCE
SUPPORT VECTOR MACHINES
ARTIFICIAL NEURAL NETWORKS
DECISION TREES
ENSEMBLE MODELING
DEVELOPMENT ENVIRONMENT
BUILDING A MODEL IN PYTHON
MODEL OPTIMIZATION
NEXT STEPS
THANK YOU
BUG BOUNTY
FURTHER RESOURCES
APPENDIX: INTRODUCTION TO PYTHON
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