Search result for Regression models Online Courses & Certifications
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Bayesian Statistics
by Mine Çetinkaya-Rundel , David Banks , Colin Rundel , Merlise A Clyde- 3.8
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Approx. 35 hours to complete
The course will apply Bayesian methods to several practical problems, to show end-to-end Bayesian analyses that move from framing the question to building models to eliciting prior probabilities to implementing in R (free statistical software) the final posterior distribution. Bayesian Regression Bayesian regression Bayesian simple linear regression Bayesian multiple regression...
Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
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Approx. 34 hours to complete
The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. Linear regression Linear models Generative models 101...
Machine Learning
by Qiang Liu- 0.0
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12 Weeks
○ Statistical methods for interpreting models generated by learning algorithms....
$1000
AI Workflow: Machine Learning, Visual Recognition and NLP
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 14 hours to complete
Course 4 covers the next stage of the workflow, setting up models and their associated data pipelines for a hypothetical streaming media company. Explain the use of linear and logistic regression in supervised learning applications Employ evaluation metrics to select models for production use Introduction to Predictive Linear and Logistic Regression...
PyTorch Basics for Machine Learning
by Joseph Santarcangelo- 0.0
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5 Weeks
In module three you will train a linear regression model via PyTorch's build in functionality, developing an understanding of the key components of PyTorch. In module three you will learn how to extend your model to multiple input and output dimensions in applications such as multiple linear regression and multiple output linear regression....
$39
機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations
by 林軒田- 4.9
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Approx. 9 hours to complete
第九講: Linear Regression Linear Regression Problem Linear Regression Algorithm Linear Regression for Binary Classification 第十講: Logistic Regression Logistic Regression Problem Logistic Regression Error Gradient of Logistic Regression Error 第十一講: Linear Models for Classification Linear Models for Binary Classification Multiclass via Logistic Regression...
Modeling Count Data using Stata
by Najib Mozahem- 4.7
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3 hours on-demand video
Poisson and Negative Binomial Regression Techniques Other count models such as truncated models and zero-inflated models are discussed. The tools used to compare these models are also introduced. Understand what count models are Identify when to use count models Poisson regression Negative binomial regression Truncated models Zero-inflated models Apply count models using Stata Compare different models...
$12.99
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Linear Regression using Stata
by Najib Mozahem- 4.4
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3.5 hours on-demand video
In this part, students will use Stata to fit multiple regression models, produce graphs that describe model fit and assumptions, and to use variable specific commands that will make the output more readable. Understand what is linear regression Identify when linear regression is used Understand the difference between simple linear regression and multiple linear regression...
$11.99
Machine Learning with Java and Weka
by SVBook Pte. Ltd.- 3.4
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2.5 hours on-demand video
Simple Linear Regression LInear Regression using Weka and Java LInear Regression using Weka and Java 2 LInear Regression using Weka and Java 3...
$12.99
Machine Learning Fundamentals
by Innoovatum Practical Engineering- 3.6
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2.5 hours on-demand video
Launch your career with a Machine Learning Certificate, Build ml models using Python. Learn to use Regression, Classification models on a wide variety of datasets Available at Kaggle. Learn to built neural networks for classification for image datasets, learn to use pre-trained models to make predictions, Also, learn how Neural networks can outperform human ability using TensorFlow....
$12.99
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