Search result for Model selection Online Courses & Certifications
Get Course Alerts by Email
Data Analysis with Python
by Joseph Santarcangelo- 4.7
Approx. 13 hours to complete
Model Development Model Development Model Evaluation using Visualization Practice Quiz: Model Evaluation using Visualization Graded Quiz: Model Development Model Evaluation Model Evaluation and Refinement Overfitting, Underfitting and Model Selection Practice Quiz: Model Evaluation Practice Quiz: Overfitting, Underfitting and Model Selection Graded Quiz: Model Refinement...
Logistic Regression (Predictive Modeling) workshop using R
by Gopal Prasad Malakar- 4.4
3.5 hours on-demand video
Predictive Analytics - Learn R syntax for step by step logistic regression model development and validations generation in the data setHands on KS CalculationCoefficient stability checkIterate for final model...
$10.99
Statistics with SAS
by Jordan Bakerman- 4.8
Approx. 20 hours to complete
Applying the Two-Way ANOVA Model The Multiple Linear Regression Model Demo: Fitting a Multiple Linear Regression Model Using PROC REG Model Building and Effect Selection The Stepwise Selection Approach to Model Building Demo: Performing Model Selection Using PROC GLMSELECT Practice - Using PROC GLMSELECT to Perform Other Model Selection Techniques Model Building and Effect Selection Model Assessment and Selection...
Population Health: Predictive Analytics
by Ewout W. Steyerberg , David van Klaveren- 5
Approx. 18 hours to complete
Furthermore, we comprehensively discuss important modelling issues such as missing values, non-linear relations and model selection. Model development Model selection Model estimation Model selection Model estimation Model validation and updating Understand important issues in model development, such as missing data, non-linear relations and model selection Know about ways to assess model quality through performance measures and validation...
Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)
by Modeste Atsague- 3.3
3 hours on-demand video
How to download and install RHow to set your working directory import your data and detect rows containing missing values For binary classificationTraining and prediction using the Random Forest model , prediction accuracy, Confusion matrix and confidence interval Training and prediction using the Adabost....
$9.99
Cellular Solids 1: Structures, Properties and Engineering Applications
by Lorna J. Gibson- 0.0
9 Weeks
Learn how to model the mechanical properties of honeycombs and foams and to apply the models to material selection in engineering design. How to model the mechanical behavior of honeycombs and foams...
$99
Machine Learning: Regression
by Emily Fox , Carlos Guestrin- 4.8
Approx. 22 hours to complete
-Estimate model parameters using optimization algorithms. -Exploit the model to form predictions. -Build a regression model to predict prices using a housing dataset. Regression fundamentals: data & model The simple linear regression model Training/validation/test split for model selection, fitting, and assessment Feature Selection & Lasso The feature selection task Feature Selection and Lasso...
Related searches
Market Basket Analysis & Linear Discriminant Analysis with R
by Gopal Prasad Malakar- 4.1
3.5 hours on-demand video
Master: Association rules (MBA) & it's usage, Linear Discriminant Analysis (LDA) for classification & variable selection Need of a classification modelPurpose of Linear DiscriminantA use case for classificationFormal definition of LDAAnalytics techniques applicability Two usage of LDA LDA for Variable Selection Demo of using LDA for Variable Selection Second usage of LDA - LDA for classification...
$12.99
Advanced Data Science Capstone
by Romeo Kienzler- 4.6
Approx. 9 hours to complete
This project completer has proven a deep understanding on massive parallel data processing, data exploration and visualization, advanced machine learning and deep learning and how to apply his knowledge in a real-world practical use case where he justifies architectural decisions, proves understanding the characteristics of different algorithms, frameworks and technologies and how they impact model performance and scalability....
AWS SageMaker Practical for Beginners | Build 6 Projects
by Dr. Ryan Ahmed, Ph.D., MBA- 4.6
14.5 hours on-demand video
In this course, students will be able to master many topics in a practical way such as: (1) Data Engineering and Feature Engineering, (2) AI/ML Models selection, (3) Appropriate AWS SageMaker Algorithm selection to solve business problem, (4) AI/ML models building, training, and deployment, (5) Model optimization and Hyper-parameters tuning....
$12.99