K-Means Clustering

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Capstone Project: Advanced AI for Drug Discovery (Coursera)

Jul 4th 2022
Capstone Project: Advanced AI for Drug Discovery (Coursera)
Course Auditing
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In this capstone project course, we'll compare genome sequences of COVID-19 mutations to identify potential areas a drug therapy can look to target. The first step in drug discovery involves identifying target subsequences of theirs genome to target. We'll start by comparing the genomes of virus mutations to look [...]
Jul 4th 2022
Course Auditing
32.00 EUR/month

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, [...]

Specialized Models: Time Series and Survival Analysis (Coursera)

Jun 27th 2022
Specialized Models: Time Series and Survival Analysis (Coursera)
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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 [...]
Jun 27th 2022
Course Auditing
32.00 EUR/month

Foundations of Data Science: K-Means Clustering in Python (Coursera)

This MOOC, designed by an academic team from Goldsmiths, University of London, will quickly introduce you to the core concepts of Data Science to prepare you for intermediate and advanced Data Science courses. It focuses on the basic mathematics, statistics and programming skills that are necessary for typical data [...]

Machine Learning Intermediate with Python (Dataquest)

Self Paced
Machine Learning Intermediate with Python (Dataquest)
Free Course
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Develop the intermediate machine learning skills that will take your data analyst or data scientist career to the next level. You’ll learn the mechanisms of advanced machine learning techniques step by step. By the end, you’ll be able to build complex models to predict the future, measure their performance, [...]

Machine Learning Introduction with Python (Dataquest)

Self Paced
Machine Learning Introduction with Python (Dataquest)
Free Course
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Get the foundational machine learning skills you need to grow your career as a data analyst or data scientist. You’ll learn how to extract, prepare, analyze and visualize data with Python — and how to build basic models. By the end, you’ll be able to make predictions using statistics [...]

Minería de Datos: Segmentación de Mercados (edX)

Self Paced
Minería de Datos: Segmentación de Mercados (edX)
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¿Conoces realmente a tus clientes? En este curso aprenderás a construir modelos basados en técnicas de minería de datos, que te permitirán descubrir los hábitos de compra de tus clientes, para definir estrategias de marketing de acuerdo con sus perfiles, hacer una correcta toma de decisiones y tener una [...]