Welcome
IPN-Dharma AI Lab
This is an IPN CIC - DHARMA initiative to provide an Artificial Intelligence Laboratory to motivate researchers, professors and students to take advantage of the courses, resources and tools of the main technology platforms of the industry in the areas of Machine Learning, Data Science, Cloud Computing, Artificial Intelligence and Internet of Things with the purpose of generating a practical experience through a learning model between peers and by objectives.
Level 1: Literacy and Foundations
Use Visual Tools to Create Machine Learning Models with Azure Machine Learning
Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Learn how to use Azure Machine Learning to create and publish models without writing code.
Courses in this program
1) Use Automated Machine Learning in Azure Machine Learning
Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier.
Learning objectives:
Learning objectives:
- Learn how to use the automated machine learning user interface in Azure Machine Learning.
Estimated effort 1 hour
English language
2) Create a Regression Model with Azure Machine Learning Designer
Regression is a supervised machine learning technique used to predict numeric values. Learn how to create regression models using Azure Machine Learning designer.
Learning objectives:
Learning objectives:
- Learn how to train and publish a regression model with Azure Machine Learning designer.
3) Create a Classification Model with Azure Machine Learning Designer
Classification is a supervised machine learning technique used to predict categories or classes. Learn how to create classification models using Azure Machine Learning designer.
Learning objectives:
Learning objectives:
- Train and publish a classification model with Azure Machine Learning designer.
4) Create a Clustering Model with Azure Machine Learning Designer
Classification is a supervised machine learning technique used to predict categories or classes. Learn how to create classification models using Azure Machine Learning designer.
Learning objectives:
Learning objectives:
- Train and publish a classification model with Azure Machine Learning designer.