Data Analysis

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Supervised Text Classification for Marketing Analytics (Coursera)

Marketing data often requires categorization or labeling. In today’s age, marketing data can also be very big, or larger than what humans can reasonably tackle. In this course, students learn how to use supervised deep learning to train algorithms to tackle text classification tasks. Students walk through a conceptual [...]

Modeling Time Series and Sequential Data (Coursera)

Apr 1st 2024
Modeling Time Series and Sequential Data (Coursera)
Course Auditing
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In this course you learn to build, refine, extrapolate, and, in some cases, interpret models designed for a single, sequential series. There are three modeling approaches presented. The traditional, Box-Jenkins approach for modeling time series is covered in the first part of the course. This presentation moves students from [...]

Introduction to Reproducibility in Cancer Informatics (Coursera)

The course is intended for students in the biomedical sciences and researchers who use informatics tools in their research and have not had training in reproducibility tools and methods.

Advanced Reproducibility in Cancer Informatics (Coursera)

This course introduces tools that help enhance reproducibility and replicability in the context of cancer informatics. It uses hands-on exercises to demonstrate in practical terms how to get acquainted with these tools but is by no means meant to be a comprehensive dive into these tools. The course [...]

Data Analytics Methods for Marketing (Coursera)

Apr 1st 2024
Data Analytics Methods for Marketing (Coursera)
Course Auditing
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This course explores common analytics methods used by marketers such as audience segmentation, clustering and marketing mix modeling. . You'll explore how to use linear regression for marketing planning and forecasting, and how to assess advertising effectiveness through experiments.

Integración y preparación de datos (Coursera)

El manejo de datos que permita generar conocimiento útil para una organización es cada vez más importante en los trabajos de alta demanda al día de hoy. Es así como este curso presenta al estudiante una metodología para el desarrollo de proyectos basados en datos, en especial de ciencia [...]

Analyze Data (Coursera)

This course is designed for business professionals that want to learn how to analyze data to gain insight, use statistical analysis methods to explore the underlying distribution of data, use visualizations such as histograms, scatter plots, and maps to analyze data and preprocess data to produce a dataset ready [...]

Visualizing & Communicating Results in Python with Jupyter (Coursera)

Apr 1st 2024
Visualizing & Communicating Results in Python with Jupyter (Coursera)
Course Auditing
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Code and run your first Python program in minutes without installing anything! This course is designed for learners with limited coding experience, providing a foundation for presenting data using visualization tools in Jupyter Notebook. This course helps learners describe and make inferences from data, and better communicate and present [...]

Data Analysis in Python with pandas & matplotlib in Spyder (Coursera)

Apr 1st 2024
Data Analysis in Python with pandas & matplotlib in Spyder (Coursera)
Course Auditing
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Effort
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Code and run your first Python script in minutes without installing anything! This course is designed for learners with no coding experience, providing a crash course in Python, which enables the learners to delve into core data analysis topics that can be transferred to other languages. In this course, [...]