K-Means Clustering

Sort options

Statistical Learning (Coursera)

This course offers a deep dive into the world of statistical analysis, equipping learners with cutting-edge techniques to understand and interpret data effectively. We explore a range of methodologies, from regression and classification to advanced approaches like kernel methods and support vector machines, all designed to enhance your data [...]

Unsupervised Learning and Its Applications in Marketing (Coursera)

Welcome to the Unsupervised Learning and Its Applications in Marketing course! In this course, you will delve into the fascinating world of unsupervised machine learning and its relevance to the field of marketing. Unsupervised learning is a powerful approach that allows us to uncover hidden patterns and insights from [...]

Specialized Models: Time Series and Survival Analysis (Coursera)

Apr 1st 2024
Specialized Models: Time Series and Survival Analysis (Coursera)
Course Auditing
Categories
Effort
Languages
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 [...]
Apr 1st 2024
Course Auditing
32.00 EUR/month

Data Preparation and Analysis (Coursera)

This course introduces the necessary concepts and common techniques for analyzing data. The primary emphasis is on the process of data analysis, including data preparation, descriptive analytics, model training, and result interpretation.

The Nuts and Bolts of Machine Learning (Coursera)

Mar 25th 2024
The Nuts and Bolts of Machine Learning (Coursera)
Course Auditing
Categories
Effort
Languages
This is the sixth of seven courses in the Google Advanced Data Analytics Certificate. In this course, you’ll learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data. Data professionals use machine learning to help analyze large amounts of data, solve [...]
Mar 25th 2024
Course Auditing
36.00 EUR/month

Capstone Project: Advanced AI for Drug Discovery (Coursera)

Mar 25th 2024
Capstone Project: Advanced AI for Drug Discovery (Coursera)
Course Auditing
Categories
Effort
Languages
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 [...]
Mar 25th 2024
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 [...]

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, [...]

Machine Learning Intermediate with Python (Dataquest)

Self Paced
Machine Learning Intermediate with Python (Dataquest)
Free Course
Categories
Effort
Languages
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
Categories
Effort
Languages
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 [...]