Search result for Linear models Online Courses & Certifications
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Introduction to TensorFlow
by Google Cloud Training- 4.4
Approx. 19 hours to complete
Our Jupyter Notebooks hands-on labs offer you the opportunity to build basic linear regression, basic logistic regression, and advanced logistic regression machine learning models. You will learn how to train, deploy, and productionalize machine learning models at scale with Cloud AI Platform. Serving models in the Cloud Serving Models in the Cloud...
Statistical Inference and Modeling for High-throughput Experiments
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts. 2x: Introduction to Linear Models and Matrix Algebra Hierarchical Models and the basics of Bayesian Statistics...
$149
AI Workflow: AI in Production
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
Approx. 17 hours to complete
This course focuses on models in production at a hypothetical streaming media company. The course also introduces several other tools in the IBM ecosystem designed to help deploy or maintain models in production. Security and Machine Learning Models...
Understanding Regression Techniques
by Najib Mozahem- 4.4
7 hours on-demand video
The course covers linear regression, logistic regression and count model regression....
$11.99
Applied Statistics with Python
by Ben Tasker , David Sze- 0.0
16 Weeks
Construct hypothesis test and confidence interval models to solve problems Analyze real-world problems using linear regression analysis techniques Construct linear regression models to solve problems Calculate linear regression results using technology Interpret the results of linear regression calculations Quantify answers to questions about correlation between variables using linear regression techniques...
$498
Linear regression in R for Data Scientists
by Francisco Juretig- 3
7 hours on-demand video
Linear regression is the primary workhorse in statistics and data science. The course complexity increases as it progresses: we review basic R and statistics concepts, we then transition into the linear model explaining the computational, mathematical and R methods available....
$9.99
Project Initiation and Planning
by Fataneh Taghaboni-Dutta, Ph.D., PMP- 5
Approx. 22 hours to complete
The course will cover the more traditional linear process, like waterfall approach, as well as the dynamic and iterative approach of agile and hybrid models, so the learners can decide when one approach is more suitable for any of their projects to maximize the chances of a successful outcome!...
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Machine Learning: Regression
by Emily Fox , Carlos Guestrin- 4.8
Approx. 22 hours to complete
In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,. In this course, you will explore regularized linear regression models for the task of prediction and feature selection. Overfitting for more general multiple regression models...
Statistics & Data Analysis: Linear Regression Models in SPSS
by Andrew Luttrell, Ph.D.- 4.7
1.5 hours on-demand video
Linear regression is one of the essential tools in statistical analysis. Linear regression is basically a tool that allows you to test relationships between many variables at the same time, control for variables' effects, and create simple statistical models that allow you to make predictions. Simple Linear Regression: Taking correlations one step further by creating a statistical model....
$12.99
Linear Regression and Logistic Regression in Python
by Start-Tech Academy- 4.1
8.5 hours on-demand video
Build predictive ML models with no coding or maths background. Linear Regression and Logistic Regression for beginners This course teaches you all the steps of creating a Linear Regression model, which is the most popular Machine Learning model, to solve business problems. Below are the course contents of this course on Linear Regression:...
$12.99