Search result for Clustering Online Courses & Certifications
FollowFilter ![]()
Filter ![]()
Showing 310 courses
By Category ![]()
By Subject![]()
By Language![]()
By Duration![]()
By Price![]()
Get Course Alerts by Email
Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
-
![]()
![]()
![]()
![]()
![]()
Approx. 18 hours to complete
Data Visualization & Clustering Clustering Algorithms Hierarchical Clustering Algorithms Clustering and Estimation of Equity Correlation Matrix Probabilistic Clustering Bishop, “Pattern Recognition and Machine Learning”, Clustering and EM: Chapter 9...
End to End Data Science Practicum with Knime
by Prof. Dr. Şadi Evren Şeker- 0.0
-
![]()
![]()
![]()
![]()
![]()
9 hours on-demand video
We also cover unsupervised learning problems like clustering and association rule learning with k-means or hierarchical clustering, and a priori algorithms. Evaluation: In the final step of data science, we study the metrics of success via Confusion Matrix, Precision, Recall, Sensitivity, Specificity for classification; purity , randindex for Clustering and rmse, rmae, mse, mae for Regression / Prediction problems with Knime....
$14.99
Foundations of Data Science: K-Means Clustering in Python
by Dr Matthew Yee-King , Dr Betty Fyn-Sydney , Dr Jamie A Ward , Dr Larisa Soldatova- 4.6
-
![]()
![]()
![]()
![]()
![]()
Approx. 29 hours to complete
Week 1: Foundations of Data Science: K-Means Clustering in Python K-Means Clustering K-Means Clustering – Review Information 1 – Introduction to Mathematical Concepts of Data Clustering Week 5: A Data Clustering Project Define and explain the key concepts of data clustering Design and execute a whole data clustering workflow and interpret the outputs....
Mastering Unsupervised Learning with Python
by Packt Publishing- 3.6
-
![]()
![]()
![]()
![]()
![]()
4 hours on-demand video
In this video course you will understand the assumptions, advantages, and disadvantages of various popular clustering algorithms, and then learn how to apply them to different data sets for analysis. You will see hierarchical clustering through bottom-up and top-down strategies....
$12.99
Deep Learning and Reinforcement Learning
by Mark J Grover , Miguel Maldonado- 4.7
-
![]()
![]()
![]()
![]()
![]()
Approx. 14 hours to complete
Explain the curse of dimensionality, and how it makes clustering difficult with many features Describe and use common clustering and dimensionality-reduction algorithms Try clustering points where appropriate, compare the performance of per-cluster models...
Introduction To Linux High Availability Clustering
by Muhamad Elkenany- 0.0
-
![]()
![]()
![]()
![]()
![]()
2.5 hours on-demand video
This course helps you to understand high availability clustering by providing a strong concept and hands-on experience with Pacemaker and Corosync components of Red Hat / CentOS Enterprise High Availability Cluster. Introduction To Linux High Availability Clustering course gives a complete explanation about the functionality of every component in Cluster, and how these components work together....
$12.99
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
-
![]()
![]()
![]()
![]()
![]()
Approx. 20 hours to complete
Build Regression, Classification, and Clustering Models Course Introduction Build Clustering Models Build Clustering Models Module Introduction k-Means Clustering k-Means Clustering Shortcomings Hierarchical Clustering Guidelines for Building a k-Means Clustering Model Guidelines for Building a Hierarchical Clustering Model Building Clustering Models Train and evaluate clustering models to find useful patterns in unsupervised data....
Introduction to Machine Learning
by Anton Boitsev , Aleksei Romanov , Dmitry Volchek , Elena Mikhailova- 0.0
-
![]()
![]()
![]()
![]()
![]()
5 Weeks
We will discuss the methods used in classification and clustering problems. Clustering methods: hierarchical and k-means clustering...
$149
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming
by Tim Roughgarden- 4.8
-
![]()
![]()
![]()
![]()
![]()
Approx. 15 hours to complete
Application to Clustering Correctness of Clustering Algorithm...
Machine Learning with Python: A Practical Introduction
by Saeed Aghabozorgi- 0.0
-
![]()
![]()
![]()
![]()
![]()
5 Weeks
Unsupervised learning algorithms, including Clustering and Dimensionality Reduction...
$99
Previous
