Cluster Analysis

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Data Analytics Methods for Marketing (Coursera)

Oct 3rd 2022
Data Analytics Methods for Marketing (Coursera)
Course Auditing
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This course explores common analytics methods used by marketers. You’ll learn how to define a target audience using segmentation with K-means clustering. You’ll also explore how linear regression can help marketers plan and forecast. You’ll learn to evaluate the effectiveness of advertising using experiments as well [...]

Specialized Models: Time Series and Survival Analysis (Coursera)

Oct 3rd 2022
Specialized Models: Time Series and Survival Analysis (Coursera)
Course Auditing
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This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
Oct 3rd 2022
Course Auditing
32.00 EUR/month

Business Analytics for Decision Making (Coursera)

In this course you will learn how to create models for decision making. We will start with cluster analysis, a technique for data reduction that is very useful in market segmentation. You will then learn the basics of Monte Carlo simulation that will help you model the uncertainty that [...]

Machine Learning With Big Data (Coursera)

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use [...]

Exploratory Data Analysis (Coursera)

This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques are also important for eliminating or sharpening potential hypotheses about the world that can be addressed by [...]

Cluster Analysis, Association Mining, and Model Evaluation (Coursera)

Welcome to Cluster Analysis, Association Mining, and Model Evaluation. In this course we will begin with an exploration of cluster analysis and segmentation, and discuss how techniques such as collaborative filtering and association rules mining can be applied. We will also explain how a model can be evaluated for [...]

Cluster Analysis in Data Mining (Coursera)

Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. This includes partitioning methods such as k-means, hierarchical methods such as BIRCH, and density-based methods such as DBSCAN/OPTICS. Moreover, learn methods for clustering validation and evaluation of clustering quality. Finally, [...]

Análisis de datos empresariales con R (edX)

Analiza los datos con R y R Studio aplicando nuevas técnicas para tomar decisiones orientadas a los negocios, contemplando información de diversas variables simultáneamente y sé parte de la transformación empresarial. Si tomas decisiones en tu empresa o deseas involucrarte en la ciencia de datos y el uso de [...]

Cluster Analysis (edX)

Learn how to conduct a cluster analysis to discover important patterns in student behavior using the popular Weka data mining toolkit. In this course, you will learn the basics of cluster analysis, one of the most popular data mining methods for the discovery of patterns in learning data, and [...]