Hands on Artificial Intelligence Workshop

 

Here are the few key notable points. During the session we will be discussing many more.

Almost No Programming skills are required

Day-1

•  Hands-on session on Regression Algorithms along with Basic Mathematics, Linear Algebra, Probability and Statistics.
• The intuition behind the Linear Regression, Boosted Decision Tree & Decision Forest.
• Regression.Interpret the results of the experiment and compare across multiple algorithms.

 Day-2

• Classification Algorithm and Mathematical intuition.
• Logistic Regression, Two-Class & Multi-Class Classification Algorithms.
• Understand the prediction results, Confusion Matrix & its different threshold values.

 Day-3

• Clustering Algorithm, Recommender.
• Score & Evaluate the results and opportunities for improvement.

 Day-4

•  Principle Component Analysis, Data Normalization and web services Deployments.

 Day-5

•  Create a Bot, Train and Deploy on multiple channels.