Derek Kane
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This channel's purpose is to provide a sounding board where we can discuss high level predictive analytics topics but in a more accessible way. The video lecture series covers topics in-depth including: Part I - Building Predictive Analytics Capabilities Part II - R & R Studio Part III - EDA & Model Selection Part IV - Regression Analysis and ANOVA Part V - Decision Tree & Random Forests Part VI - Market Basket Analysis and Product Recommendation Engines Part VII - Cluster Analysis Part VIII - Neural Network Part IX - Support Vector Machine Part X - Time Series Forecasting Part XI -Text Analytics Part XII - Ridge Regression, LASSO, and Elastic Nets Part XIII - Hidden Markov Models Part XIV - Genetic Algorithms Part XV - MARS, Logistic Regression, and Survival Analysis Part XVI - Fourier Analysis Part XVII - Deep Learning & Machine Image Processing
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Data Science - Part XI - Text Analytics
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