Predictive Analytics for Business with H2O in R
This is a hands-on, guided project on Predictive Analytics for Business with H2O in R. By the end of this project, you will be able apply machine learning and predictive analytics to solve a business problem, explain and describe automatic machine learning, perform automatic machine learning (AutoML) with H2O in R.
Buy Now Free
- Level Intermediate
- Duration 3 hours
- Course by Coursera Project Network
-
Offered by
About
This is a hands-on, guided project on Predictive Analytics for Business with H2O in R. By the end of this project, you will be able apply machine learning and predictive analytics to solve a business problem, explain and describe automatic machine learning, perform automatic machine learning (AutoML) with H2O in R. We will take a data-driven approach to predict the success of bank telemarketing. H2O's AutoML automates the process of training and tuning a large selection of models, allowing the user to focus on other aspects of the data science and machine learning pipeline such as data pre-processing, feature engineering and model deployment. To successfully complete the project, we recommend that you have prior experience with programming in R, basic machine learning theory, and have trained ML models in R. We will not be exploring how any particular model works nor dive into the math behind them. Instead, we assume you have this foundational knowledge and want to learn to use H2O in R for predictive analytics. Note: This course works best for learners who are based in the North America region. We're currently working on providing the same experience in other regions.Modules
Predictive Analytics for Business with H2O and R
-
1
Readings
-
1
Plugin
-
1
Lab
-
1
Assignment
1
Assignment
- Graded Quiz: Test your Project Understanding
1
Labs
- Predictive Analytics for Business with H2O and R
1
Readings
- Project-based Course Overview
Auto Summary
Explore predictive analytics for business using H2O in R through this hands-on guided project. Led by Coursera, this intermediate-level course delves into applying machine learning to solve business problems, focusing on AutoML with H2O. Ideal for those with R programming and basic ML knowledge, it spans 180 minutes and is free. Perfect for learners in North America aiming to enhance their predictive analytics skills.
Snehan Kekre