Search result for K means clustering model Online Courses & Certifications
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Cluster Analysis and Unsupervised Machine Learning in Python
by Lazy Programmer Team- 4.6
8 hours on-demand video
There are 2 methods of clustering we’ll talk about: k-means clustering and hierarchical clustering. One interesting fact is that under certain conditions, Gaussian mixture models and k-means clustering are exactly the same! We’ll prove how this is the case. It will teach you how to visualize what's happening in the model internally....
$29.99
Unsupervised Learning
by Mark J Grover , Miguel Maldonado- 4.9
Approx. 9 hours to complete
You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. Introduction to Unsupervised Learning and K Means Introduction to Clustering K Means Notebook - Part 1 K Means Notebook - Part 2 K Means Notebook - Part 3 K Means Demo (Activity) K Means Clustering...
Unsupervised Machine Learning
by Mark J Grover , Miguel Maldonado- 4.8
Approx. 9 hours to complete
You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. Introduction to Unsupervised Learning and K Means Introduction to Clustering K Means Notebook - Part 1 K Means Notebook - Part 2 K Means Notebook - Part 3 K Means Demo (Activity) K Means Clustering...
Machine Learning: Unsupervised Learning
by Charles Isbell , Michael Littman , Pushkar Kolhe- 0.0
Approx. 1 months
You will learn about and practice a variety of Unsupervised Learning approaches, including: randomized optimization, clustering, feature selection and transformation, and information theory. Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!...
Free
Data Mining Through Cluster Analysis Using Python
by Ermin Dedic- 4.2
1 hour on-demand video
Discover two non-hierarchical clustering algorithms, k-means and DBSCAN. The course covers two of the most important and common non-hierarchical clustering algorithms, K-means and DBSCAN using Python....
$12.99
Segmentation and Clustering
by Rod Light- 0.0
Approx. 3 weeks
lesson 1 Segmentation and Clustering Fundamentals Learn the difference between standardization and localization. Scale and transform data for clustering models. lesson 4 Clustering models design Learn the difference between k-centroid and hierarchical clustering models. lesson 5 Lesson 5 – Building a Clustering Model Build a k-centroid clustering model to segment retail stores....
Free
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
Approx. 17 hours to complete
-Examine probabilistic clustering approaches using mixtures models. -Fit a mixture of Gaussian model using expectation maximization (EM). Clustering text data with Gaussian mixtures Clustering text data with Gaussian mixtures An alternative document clustering model Components of latent Dirichlet allocation model Learning LDA model via Gibbs sampling Hierarchical Clustering & Closing Remarks Divisive clustering Agglomerative clustering Agglomerative clustering details...
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Cluster Analysis in Data Mining
by Jiawei Han- 4.5
Approx. 17 hours to complete
Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. Moreover, learn methods for clustering validation and evaluation of clustering quality. 5 An Overview of Typical Clustering Methodologies 2 Clustering Evaluation Measuring Clustering Quality 3 Constraint-Based Clustering 7 Internal Measures for Clustering Validation 10 Clustering Tendency...
Mathematics & Statistics of Machine Learning & Data Science
by Cinnamon TechX- 4.2
11 hours on-demand video
The second generation of these chips was unveiled at Google's I/O conference in May last year, with an array of these new TPUs able to train a Google machine-learning model used for translation in half the time it would take an array of the top-end GPUs, and the recently announced third-generation TPUs able to accelerate training and inference even further....
$12.99
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
K-Means Clustering K-Means Clustering – Review Information Week 2: Means and Deviations in Mathematics and Python 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....