Author: Derek Kane


Data Science - Part XVII - Deep Learning & Image Processing

Data Science - Part XVII - Deep Learning & Image Processing

This lecture provides an overview of Image Processing and D...


Data Science - Part XI - Text Analytics

Data Science - Part XI - Text Analytics

This is an introduction to text analytics for advanced busi...


Data Science - Part XVIII - Big Data Fundamentals for Data Scientists

Data Science - Part XVIII - Big Data Fundamentals for Data Scientists

This lecture will focus our attention towards understanding...


Data Science - Part III - EDA & Model Selection

Data Science - Part III - EDA & Model Selection

This lecture introduces the concept of EDA, understanding,...


Data Science - Part V - Decision Trees & Random Forests

Data Science - Part V - Decision Trees & Random Forests

This lecture provides an overview of decision tree machine...


Data Science - Part XV - MARS, Logistic Regression, & Survival Analysis

Data Science - Part XV - MARS, Logistic Regression, & Survival Analysis

This lecture provides an overview on extending the regressi...


Data Science - Part VI - Market Basket and Product Recommendation Engines

Data Science - Part VI - Market Basket and Product Recommendation Engines

This lecture provides an overview of association analysis,...


Data Science - Part IV - Regression Analysis & ANOVA

Data Science - Part IV - Regression Analysis & ANOVA

This lecture provides an overview of linear regression anal...


Data Science - Part VIII - Artifical Neural Network

Data Science - Part VIII - Artifical Neural Network

This lecture provides an overview of biological based learn...


Data Science - Part XVI - Fourier Analysis

Data Science - Part XVI - Fourier Analysis

This lecture provides an overview of the Fourier Analysis a...


Data Science - Part I - Sustaining Predictive Analytics Capabilities

Data Science - Part I - Sustaining Predictive Analytics Capabilities

This is the first lecture in a series of data analytics top...


Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets

Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets

This lecture provides an overview of some modern regression...


Data Science - Part XIV - Genetic Algorithms

Data Science - Part XIV - Genetic Algorithms

This lecture provides an overview on biological evolution a...


Data Science - Part VII - Cluster Analysis

Data Science - Part VII - Cluster Analysis

This lecture provides an overview of clustering techniques,...


Data Science - Part X - Time Series Forecasting

Data Science - Part X - Time Series Forecasting

This lecture provides an overview of Time Series forecastin...


Data Science - Part IX - Support Vector Machine

Data Science - Part IX - Support Vector Machine

This lecture provides an overview of Support Vector Machine...


Data Science - Part II - Working with R & R studio

Data Science - Part II - Working with R & R studio

This tutorial will go through a basic primer for individual...


Data Science - Part XIII - Hidden Markov Models

Data Science - Part XIII - Hidden Markov Models

This lecture provides an overview on Markov processes and H...