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