C# Corner Trivandrum Chapter announces a new webinar on "Your First Step Towards Azure Machine Learning".
Where: Online
Price: Free of cost
Note: There are 100 seats only. First come first serve.
Agenda:
Introduction to Machine Learning
- What is machine learning?
- Application of machine learning
- Types of machine learning
- Supervised Machine Learning
- Unsupervised Machine Learning
- Reinforcement Machine Learning
Getting Started with Azure Machine Learning
- What is Azure Machine Learning Studio?
- Setting up of environment
- Quick Tour of Azure ML Studio
- What’s an Experiment?
- Components of Experiment
How to choose an Algorithm
- Accuracy
- Training time
- Linearity
- Number of parameters
- Number of features
Regression
- Regression Overview
- Understanding Linear Regression
- Types of regression
- Simple Linear Regression
- Multiple Linear Regression
Hands on Azure ML
- Working with Simple Linear Regression
- Managing Workspace
- Importing of Data
- Data Pre-processing
- Visualisation and Analysing of Dataset
- Splitting of Dataset into training and Testing set
- Configuring the Model
- Evaluation of Model