Search result for Random forests Online Courses & Certifications
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Data Mining with Rattle
by Geoffrey Hubona, Ph.D.- 3.8
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15 hours on-demand video
These include: data exploration and visualization; testing data for random variable family characteristics and distributional assumptions; transforming data by scale or by data type; performing cluster analyses; creating, analyzing and interpreting association rules; and creating and evaluating predictive models that may utilize: regression; generalized linear modeling (GLMs); decision trees; recursive partitioning; random forests; boosting; and/or support vector machine (SVM) paradigms....
$11.99
Statistical Learning
by Trevor Hastie , Robert Tibshirani- 0.0
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9 Weeks
The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines....
$149
More Data Mining with R
by Geoffrey Hubona, Ph.D.- 3.9
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10.5 hours on-demand video
How to perform market basket analysis, analyze social networks, mine Twitter data, text, and time series data. More Data Mining with R presents a comprehensive overview of a myriad of contemporary data mining techniques. Both courses examine and explain a number of data mining methods and techniques, using concrete data mining modeling examples, extended case studies, and real data sets....
$12.99
Data Science and Machine Learning Bootcamp with R
by Jose Portilla- 4.7
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17.5 hours on-demand video
Learn how to use the R programming language for data science and machine learning and data visualization! This course is designed for both complete beginners with no programming experience or experienced developers looking to make the jump to Data Science! Enroll in the course and become a data scientist today!...
$14.99
Data Mining with R: Go from Beginner to Advanced!
by Geoffrey Hubona, Ph.D.- 4.2
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12 hours on-demand video
The course is structured as a series of dozens of demonstrations of how to perform classification and predictive data mining tasks, including building classification trees, building and training decision trees, using random forests, linear modeling, regression, generalized linear modeling, logistic regression, and many different cluster analysis techniques....
$12.99
Introduction to Artificial Intelligence ( AI ) for Managers
by Kumaresan Ramanathan- 4
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2 hours on-demand video
You will be able to apply these algorithms in your own projects: kNN, Stochastic Gradient Descent, Regularization, Support Vector Machines, Random Forests, Classification with Sigmoids, Multi-Layer Neural Nets, Deep Learning with Convolutional Neural Networks and Recurrent Nets, and Natural Language Processing with Word-Embeddings....
$12.99
Machine Learning with Remote Sensing Data
by Spatial eLearning- 4.1
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1.5 hours on-demand video
Then you will apply various machine learning algorithms including linear regression, clustering, CART, and random forests....
$11.99
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Data Science for Business Innovation
by Marco Brambilla , Emanuele Della Valle- 4.2
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Approx. 7 hours to complete
Product Recommendation Using Decision Trees and Random Forests Product Recommendation Using Decision Trees and Random Forests Decision Trees and Random Forests...
Spark and Python for Big Data with PySpark
by Jose Portilla- 4.6
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10.5 hours on-demand video
Use Spark with Random Forests for Classification...
$22.99
Data Analysis Bootcamp™ 21 Real World Case Studies
by Rajeev D. Ratan- 4.4
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15 hours on-demand video
Machine Learning from Linear Regressions (polynomial & multivariate), K-NNs, Logistic Regressions, SVMs, Decision Trees & Random Forests...
$13.99
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