Data Analytics for Marketing

Data Analytics for Marketing

A practical guide to analyzing marketing data using Python

Diaz-Berrio, Guilherme

Packt Publishing Limited

05/2024

452

Mole

9781803241609

15 a 20 dias

Descrição não disponível.
Table of Contents

What is Marketing Analytics?
Extracting and Exploring Data with Singer and pandas
Design Principles and Presenting Results with Streamlit
Econometrics and Causal Inference with Statsmodels and PyMC
Forecasting with Prophet, ARIMA, and Other Models Using StatsForecast
Anomaly Detection with StatsForecast and PyMC
Customer Insights - Segmentation and RFM
Customer Lifetime Value with PyMC Marketing
Customer Survey Analysis
Conjoint Analysis with pandas and Statsmodels
Multi-Touch Digital Attribution
Media Mix Modeling with PyMC Marketing
Running Experiments with PyMC
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Data Analytics; Marketing analytics; Marketing; Data for marketing