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Starter
Business Analytics for Data-Driven Decision MakingSimple Linear Regression
Linear regression; Fitting linear regression in R
Rp 1.000.000
Modelling Data
Multiple Continues Predictors; Multiple Categorical Predictors; Interactions Between Variable
Rp 1.000.000
Many Models
Fitting Many Models Trough Stratification.
Rp 1.000.000
Classification
Generalized Linear Models; Discriminant Analysis.
Rp 1.000.000
Predictive Using Model
To explain or predict; Model Selection; Cross validation; Issue with Predictive Models
Rp 1.000.000
Getting Bigger
Motivation; Getting started with sparklyr; Iris dataset redux: clustering using sparklyr,
Rp 1.000.000
Main Start
Big Data AnalyticsSimple Linear Regression
Linear regression; Fitting linear regression in R
Rp 1.000.000
Modelling Data
Multiple Continues Predictors; Multiple Categorical Predictors; Interactions Between Variable
Rp 1.000.000
Many Models
Fitting Many Models Trough Stratification.
Rp 1.000.000
Classification
Generalized Linear Models; Discriminant Analysis.
Rp 1.000.000
Predictive Using Model
To explain or predict; Model Selection; Cross validation; Issue with Predictive Models
Rp 1.000.000
Getting Bigger
Motivation; Getting started with sparklyr; Iris dataset redux: clustering using sparklyr,
Rp 1.000.000
Supervised machine learning with sparklyr /
Evaluating predictive classification models; Prediction in sparklyr.
Rp 1.000.000
Deep learning
Deep learning models; Network structure; Defining and training networks;
Rp 1.000.000
Deep learning applications and scaling up
Deep learning applications
Rp 1.000.000
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