Search result for Clustering models design Online Courses & Certifications
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Segmentation and Clustering
by Rod Light- 0.0
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Approx. 3 weeks
The Segmentation & Clustering course provides students with the knowledge to build and apply clustering models to develop sophisticated segmentation in business contexts. lesson 2 Data Preparation for Clustering Models Learn how to select data for clustering models. lesson 4 Clustering models design Learn the difference between k-centroid and hierarchical clustering models....
Free
Code Free Data Science
by Natasha Balac, Ph.D.- 4.3
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Approx. 14 hours to complete
• How to design Data Science workflows without any programming involved • Essential Data Science skills to design, build, test and evaluate predictive models Intro to K-means Clustering K-means Clustering In KNIME Book Chapter on Clustering How to design Data Science workflows without any programming involved Essential Data Science skills to design, build, test and evaluate predictive models...
Applied Unsupervised Learning with R
by Packt Publishing- 4.5
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4.5 hours on-demand video
Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data. Starting with the basics, Applied Unsupervised Learning with R explains clustering methods, distribution analysis, data encoders, and features of R that enable you to understand your data better and get answers to your most pressing business questions....
$11.99
Text Mining and Analytics
by ChengXiang Zhai- 4.5
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Approx. 33 hours to complete
7 Topic Mining and Analysis: Probabilistic Topic Models 1 Probabilistic Topic Models: Mixture of Unigram Language Models 2 Text Clustering: Generative Probabilistic Models Part 1 3 Text Clustering: Generative Probabilistic Models Part 2 4 Text Clustering: Generative Probabilistic Models Part 3 9 Text Categorization: Generative Probabilistic Models...
Global Housing Design
by Dick Van Gameren , Nelson Mota , Frederique Van Andel , Rohan Varma- 0.0
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6 Weeks
Learn about the key design strategies required to develop adequate housing and inclusive dwelling environments for sustainable urban development. Typological mix : how design can be responsive to different patterns of inhabitation, aspirations and cultural backgrounds, creating inclusive dwelling environments. Understand how incrementality, typological mix and clustering can become key design approaches in enhancing the living conditions of urban communities....
$99
Global Housing Design
by Dick Van Gameren , Nelson Mota , Frederique Van Andel , Rohan Varma- 0.0
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6 Weeks
Understand how incrementality, typologyical mix and clustering can become key design approaches in enhancing the living conditions of urban communities. Formulate a design hypothesis and/or a managerial strategy to develop an inclusive housing clusterdwelling community based on incrementality, typology mix and clustering located in a city of a low- or middle- income country....
$99
AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 12 hours to complete
Employ ai Fairness 360 open source libraries to detect bias in models Employ basic clustering algorithms Models that Naturally Handle Imbalance Dimensionality Reduction and Topic models Clustering Clustering Evaluation Getting Started with the Clustering Case Study (hands-on)...
Advanced Tableau for Business Intelligence
by Maven Analytics- 4.8
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11 hours on-demand video
This course is a hands-on and project-based dive deep into several advanced Tableau topics, ranging from data relationships and calculations to predictive analytics and dynamic design techniques. Use advanced analytics and visual design tools to take the company’s business intelligence reports to the next level. Dynamic Design...
$9.99
Machine Learning Technical Interview
by Vladimir Poliakov- 3.6
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5 hours on-demand video
This course also includes several lectures on clustering algorithms, covering the most well-known methods and their concepts. Recall many classification and regression models Build an understanding of good experiment design...
$11.99
Machine Learning, Data Science and Deep Learning with Python
by Sundog Education by Frank Kane- 4.7
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15.5 hours on-demand video
New! Updated for 2021 with extra content on generative models: variational auto-encoders (VAE's) and generative adversarial models (GAN's) K-Means Clustering Multi-Level Models Experimental Design and A/B Tests Use train/test and K-Fold cross validation to choose and tune your models Design and evaluate A/B tests using T-Tests and P-Values...
$14.99
