Search result for Regression and classification Online Courses & Certifications
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TensorFlow 2.0 Practical
by Dr. Ryan Ahmed, Ph.D., MBA- 4.3
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11.5 hours on-demand video
(1) Train Feed Forward Artificial Neural Networks to perform regression tasks such as sales/revenue predictions and house price predictions (3) Train Deep Learning models to perform image classification tasks such as face detection, Fashion classification and traffic sign classification. Apply ANNs to perform regression tasks such as house prices predictions and sales/revenue predictions....
$15.99
Machine Learning: Regression
by Emily Fox , Carlos Guestrin- 4.8
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Approx. 22 hours to complete
In this course, you will explore regularized linear regression models for the task of prediction and feature selection. -Describe the input and output of a regression model. Irreducible error and bias How ridge regression balances bias and variance Simple and multiple regression Assessing performance and ridge regression Feature selection, lasso, and nearest neighbor regression...
Machine Learning Rapid Prototyping with IBM Watson Studio
by Mark J Grover , Meredith Mante- 4.6
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Approx. 9 hours to complete
An emerging trend in AI is the availability of technologies in which automation is used to select a best-fit model, perform feature engineering and improve model performance via hyperparameter optimization. This automation will provide rapid-prototyping of models and allow the Data Scientist to focus their efforts on applying domain knowledge to fine-tune models....
Applied Machine Learning without coding using Orange 3
by Yannis Faitakis- 4.6
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10 hours on-demand video
This is a course about data science and machine learning without using any programming! Modelling for both classification and regression problems Linear regression This is normally a subject of advanced courses but I thought to include it and give you an idea of how it is performed, as so many real life problems are time series...
$12.99
Statistical Thinking for Industrial Problem Solving, presented by JMP
by Mia Stephens , Ledi Trutna- 4.8
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Approx. 44 hours to complete
Statistical Thinking for Industrial Problem Solving is an applied statistics course for scientists and engineers offered by JMP, a division of SAS. Module 5: Correlation and Regression Summary: Correlation and Regression Practice: Comparing Simple Linear and Multiple Linear Regression Models How to fit, evaluate and interpret linear and logistic regression models....
Getting started with Sap Analytics Cloud
by DataViz Academy- 4.1
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4.5 hours on-demand video
The Course is designed for all the business intelligence enthusiasts who want to learn the basics and advanced techniques of SAP Analytics Cloud(SAC) the course focuses on practical examples on how to build Models,Stories,Analytical Application and Predictive scenarios using SAP Analytics Cloud It is also being employed for the purposes of customer retention and product management for portfolio optimization....
$9.99
The Complete Machine Learning 2020|Python, Math|Dummy To Pro
by SkyHub Academy- 4.3
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25 hours on-demand video
If the word 'Machine Learning' baffles your mind and you want to master it, then this Machine Learning course is for you. An intuition of the algorithm and its applications. Simple Linear Regression Multiple Linear Regression Polynomial Regression Lasso Regression Ridge Regression Logistic Regression Decision Tree Classification Random Forest Classification...
$12.99
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Machine Learning using Python
by EDU CBA- 3.7
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3.5 hours on-demand video
This training is an introduction to the concept of machine learning, its algorithms and application using Python. Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Classification Algorithms Regression Algorithms Linear Regression Logistic Regression...
$12.99
Feature Engineering for Improving Learning Environments
by Andrew E. Krumm- 0.0
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3 Weeks
How can data-intensive research methods be used to create more equitable and effective learning environments? How to transform and visualize data using R , logistic regression and decision trees) to regression and classification tasks in R Strategies for applying data-intensive research workflows for feature engineering and model building...
$99
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. 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
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