Search result for Regression models Online Courses & Certifications
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AI for Medical Prognosis
by Pranav Rajpurkar , Bora Uyumazturk , Eddy Shyu- 4.7
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Approx. 30 hours to complete
Linear prognostic models Evaluating Prognostic Models Prognosis with Tree-based models Regression Imputation Survival Models and Time Survival models Build a risk model using linear and tree-based models Apply tree-based models to estimate patient survival rates...
Intro to TensorFlow - For iOS & Android
by Mammoth Interactive- 4.2
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14.5 hours on-demand video
Build a linear regression model to fit a line through data Learn how to incorporate machine learning models into Android apps Other courses don’t do a great job of explaining exactly what is going on at each step in the process and why we choose to build models the way we do....
$9.99
Machine Learning in JavaScript with TensorFlow.js
by tech.courses team- 4.4
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6.5 hours on-demand video
Defining machine learning models Training machine learning models Linear regression Saving machine learning models...
$18.99
Applied Data Science for Data Analysts
by Kevin Coyle , Mark Roepke , Emma Freeman- 4.2
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Approx. 16 hours to complete
Linear Regression Coefficients and P-values Regularized Regression Applied Regularized Regression Feature Selection in Linear Regression Applied Tree-based Models Hyperparameters in Tree-based Models Hyperparameters in Tree-based Models...
Investments I: Fundamentals of Performance Evaluation
by Scott Weisbenner- 4.7
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Approx. 27 hours to complete
We will study and use risk-return models such as the Capital Asset Pricing Model (CAPM) and multi-factor models to evaluate the performance of various securities and portfolios. • Use the Capital Asset Pricing Model (CAPM) and 3-Factor Model to evaluate the performance of an asset (like stocks) through regression analysis Multi-Factor Models...
Feature Engineering for Machine Learning
by Soledad Galli- 4.7
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10.5 hours on-demand video
Transform the variables in your data and build better performing machine learning models At the end of the course, you will be able to implement all your feature engineering steps in a single and elegant pipeline, which will allow you to put your predictive models into production with maximum efficiency....
$14.99
Marketing Analytics Capstone Project
by David Schweidel- 3.8
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Approx. 11 hours to complete
Review Forecasting Models for Marketing Decisions, Parts 1 - 3 Logistic Regression Practice Logistic Regression...
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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
Data Science and Machine Learning using Python - A Bootcamp
by Dr. Junaid Qazi, PhD- 4.4
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25 hours on-demand video
Distribution & Categorical Plots, Axis Grids, Matrix Plots, Regression Plots, Controlling Figure Aesthetics Liner Regression Over fitting , Under fitting Bias Variance Trade-off, saving and loading your trained Machine Learning Models Logistic Regression K-Mean Clustering, Logistic Regression, Linear Regression...
$12.99
Specialized Models: Time Series and Survival Analysis
by Mark J Grover , Miguel Maldonado- 4.5
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Approx. 11 hours to complete
Explain how autoregressive, moving average, and ARIMA models work Understand how to select and implement various Time Series models Decomposition Models ARMA and ARIMA Models Autoregressive Models and Moving Average Models ARMA Models Notebook - Part 1 ARMA Models Notebook - Part 2 ARIMA and SARIMA Models...
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