Predictive Modeling

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Análisis de datos con Python (Coursera)

Aprenda a analizar datos con Python. Este curso lo llevará desde los conceptos básicos de Python hasta la exploración de muchos tipos diferentes de datos. Aprenderá a preparar datos para el análisis, realizar análisis estadísticos simples, crear visualizaciones de datos significativas, predecir tendencias futuras a partir de datos, ¡y [...]

Big Data Analytics in Healthcare (Udacity)

Data science plays an important role in many industries. In facing massive amount of heterogeneous data, scalable machine learning and data mining algorithms and systems become extremely important for data scientists. The growth of volume, complexity and speed in data drives the need for scalable data analytic algorithms and [...]

Classification Models (Udacity)

Self Paced
Classification Models (Udacity)
Free Course
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Use data to predict categorical outcomes. The Classification Models course provides students with the foundational knowledge to use classification models to create business insights.

Introduction to Predictive Modelling (FutureLearn)

Dec 19th 2022
Introduction to Predictive Modelling (FutureLearn)
Course Auditing
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Explore the core concepts of predictive modelling and the steps of the CRISP-DM process. Learn how to produce information-based predictions to help in decision-making. The modern world is full of prediction problems in business and economics. This course will help you to explore the core concepts of machine learning [...]

Spatial Data Science: The New Frontier in Analytics (Esri)

Over six weeks, build skills to transform traditional data science workflows with spatial data, tools, and methods. You'll work with ArcGIS® software to analyze data, solve complex problems, and communicate results using innovative maps and apps.

Data Analyst in R (Dataquest)

Self Paced
Data Analyst in R (Dataquest)
Free Course
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Equip yourself with the necessary R skills to land your first job as a data analyst — or take your career to the next level by adding this in-demand programming language. You’ll learn how to program with R to explore and extract data and create data visualizations. By the [...]

Data Visualisation: Data Dashboards and Storytelling with Tableau (FutureLearn)

May 23rd 2022
Data Visualisation: Data Dashboards and Storytelling with Tableau (FutureLearn)
Course Auditing
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Effort
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Learn the techniques that underpin predictive data analytics and understand the ethics behind them. Do you want to bring your predictive models to life and communicate with a diverse audience? Data visualisation is a great tool for predictive analysis and bringing statistical models to life within your organisation. You’ll [...]

Machine learning in Python with scikit-learn (FUN)

Feb 15th 2022
Machine learning in Python with scikit-learn (FUN)
Free Course
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Build predictive models with scikit-learn and gain a practical understanding of the strengths and limitations of machine learning! Predictive modeling is a pillar of modern data science. In this field, scikit-learn is a central tool: it is easily accessible, yet powerful, and naturally dovetails in the wider ecosystem of [...]

Statistical Predictive Modelling and Applications (edX)

Learn how to apply statistical modelling techniques to real-world business scenarios using Python. In this course, you will learn three predictive modelling techniques - linear and logistic regression, and naive Bayes - and their applications in real-world scenarios. The first half of the course focuses on linear regression. This [...]

Successfully Evaluating Predictive Modelling (edX)

Gain an in-depth understanding of evaluation and sampling approaches for effective predictive modelling using Python. A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine whether a model is performing [...]