TEK-UP: Predictive Analytics

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Course categories:

Model Development, Validation, & Evaluation

Model Life Cycle Management

Random Forests & Uplift Models

Machine Learning, Propensity Score, & Segmentation Modeling

Time Series Modeling

Text Mining & Social Network Analysis

Linear and Logistic Regression

Clustering Techniques

A/B Testing, Bayesian Networks, and Support Vector Machine

K-Nearest Neighbor (k-NN) & Artificial Neural Networks

Data Reduction & Exploratory Data Analysis (EDA)

Data Preprocessing

Data Mining, Data Distributions, & Hypothesis Testing

Data Collection & Exploration

Correlation & Regression

Key Statistical Concepts

Process & Application

Predictive Analytics & Big Data