Certified Predictive Analytics Professional

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Predictive Analytics & Big Data

Process & Application

Key Statistical Concepts

Correlation & Regression

Data Collection & Exploration

Data Mining, Data Distributions, & Hypothesis Testing

Data Preprocessing

Data Reduction & Exploratory Data Analysis (EDA)

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

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

Clustering Techniques

Linear and Logical Regression

Text Mining & Social Network Analysis

Time Series Modeling

Machine Learning, Propensity Score, & Segmentation Modeling

Random Forests & Uplift Models

Model Life Cycle Management

Model Development, Validation, & Evaluation

Additional Course Videos 17 Topics

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