Search result for Linear regression Online Courses & Certifications
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Machine Learning Regression Masterclass in Python
by Dr. Ryan Ahmed, Ph.D., MBA- 4.7
10.5 hours on-demand video
· Simple Linear Regression · Multiple Linear Regression · Polynomial Regression · Logistic Regression Understand the underlying theory behind simple and multiple linear regression techniques Apply simple linear regression techniques to predict product sales volume and vehicle fuel economy Apply multiple linear regression to predict stock prices and Universities acceptance rate...
$17.99
Fitting Statistical Models to Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.4
Approx. 15 hours to complete
This course will introduce and explore various statistical modeling techniques, including linear regression, logistic regression, generalized linear models, hierarchical and mixed effects (or multilevel) models, and Bayesian inference techniques. Linear Regression Introduction Linear Regression Inference Logistic Regression Introduction Logistic Regression Inference Linear Regression Models: Notation, Parameters, Estimation Methods Linear Regression Quiz Multilevel Linear Regression Models Marginal Linear Regression Models...
Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
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. 2) Basic linear algebra and probability. 1) Linear regression: mean squared error, analytical solution. 3) Gradient descent for linear models. 5) Regularization for linear models. Linear regression Linear classification Linear models...
Machine Supervised Learning: Regression in Python 3 and Math
by Ahmed Attia- 3.7
5 hours on-demand video
Master Regression Algorithm as it provides a base for you to build on and learn other ML algorithms. The rudimental algorithm that every Machine Learning enthusiast starts with is a linear regression algorithm. Regression techniques mostly differ based on the number of independent variables and the type of relationship between the independent and dependent variables....
$12.99
Statistics with SAS
by Jordan Bakerman- 4.8
Approx. 20 hours to complete
Identifying Associations in Linear Regression with Scatter Plots The Simple Linear Regression Model How SAS Performs Simple Linear Regression Hypothesis Testing and Assumptions for Linear Regression Demo: Performing Simple Linear Regression Using PROC REG The Multiple Linear Regression Model Multiple Linear Regression versus Simple Linear Regression Demo: Fitting a Multiple Linear Regression Model Using PROC REG...
Regression Modeling Fundamentals
by Jordan Bakerman- 4.8
Approx. 12 hours to complete
The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression. Demo: Fitting a Multiple Logistic Regression Model with All Odds Ratios Using PROC LOGISTIC Practice: Using PROC LOGISTIC to Perform a Binary Logistic Regression Analysis Practice: Using PROC LOGISTIC to Perform a Multiple Logistic Regression Analysis with Categorical Variables...
Data Analysis with Python
by Joseph Santarcangelo- 4.7
Approx. 13 hours to complete
5) Building machine learning Regression models Linear Regression and Multiple Linear Regression Polynomial Regression and Pipelines Practice Quiz: Linear Regression and Multiple Linear Regression Practice Quiz: Polynomial Regression and Pipelines Ridge Regression Ridge Regression Introduction Practice Quiz: Ridge Regression...
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Comprehensive Linear Modeling with R
by Geoffrey Hubona, Ph.D.- 3.9
14.5 hours on-demand video
Comprehensive Linear Modeling with R provides a wide overview of numerous contemporary linear and non-linear modeling approaches for the analysis of research data. The course then progresses through linear regression and a section on validating linear models. Then generalized linear modeling (GLM) is explained and demonstrated with numerous examples....
$12.99
Machine Learning & Tensorflow - Google Cloud Approach
by Notez (Rent a Mind)- 3.2
3 hours on-demand video
The Mechine Learning block diagram, Deep learning & Neural Networks, Labels, Understanding Tenser Flow, Computational Graphs, Tensors, Linear regression , Placeholders & variables, Image processing in Tensor Flow, Image as tensors, M-NIST – Introduction, K-nearest neighbors Algorithm, L1 distance, Steps in K- nearest neighbour implementation, Neural Networks in Real Time, Learning regression and learning XOR...
$12.99
Advanced Statistical Inference and Modelling Using R
by Elena Moltchanova- 0.0
6 Weeks
Extend your knowledge of linear regression to the situations where the response variable is binary, a count, or categorical as well as to hierarchical experimental set-up. This course is directed at people who are already familiar with basic linear regression and fundamentals of statistical inference. Multivariate analysis using Generalised Linear Models (GLMs): Mixed effects linear regression models....
$249