Machine Learning

Machine learning is a core sub-area of artificial intelligence as it enables computers to get into a mode of self-learning without being explicitly programmed. In this workshop students will get the knowledge about the science of getting computers to act without being explicitly programmed.

Importing and Organizing Data

Objective: Bring data into MATLAB and organize it for analysis, including normalizing data and removing observations with missing values.

  • Data types
  • Tables
  • Categorical data
  • Data preparation

 

Finding Natural Patterns in Data

Objective: Use unsupervised learning techniques to group observations based on a set of explanatory variables and discover natural patterns in a data set.

  • Unsupervised learning
  • Clustering methods
  • Cluster evaluation and interpretation

Building Classification Models

Objective: Use supervised learning techniques to perform predictive modelling for classification problems. Evaluate the accuracy of a predictive model.

  • Supervised learning
  • Training and validation
  • Classification methods

Improving Predictive Models

Objective: Reduce the dimensionality of a data set. Improve and simplify machine learning models.

  • Cross validation
  • Feature transformation
  • Feature selection
  • Ensemble learning

 

Building Regression Models

Objective: Use supervised learning techniques to perform predictive modelling for continuous response variables.

  • Parametric regression methods
  • Nonparametric regression methods
  • Evaluation of regression models

 

Creating Neural Networks

Objective: Create and train neural networks for clustering and predictive modelling. Adjust network architecture to improve performance.

  • Clustering with Self-Organizing Maps
  • Classification with feed-forward networks
  • Regression with feed-forward networks

Talk To Expert

+91 – 9251094002
Timings : 10 AM – 7 PM

Workshop Highlights

Building Classification Models

Improving Predictive Models

Building Regression Models

Creating Neural Networks

Associated Benefits of Workshop
  • Acquaint yourself with practical knowledge.
  • Workshop taken by Exceptionally Qualified and Professional Trainers actively involved in Research & Development.
  • Learn your Area of Interest directly from Industry Experts.
  • Scales up your CV/ Resume in Technical while boosting your Logical Abilities.
  • Brings Confidence in you for Technical rounds of Interview.
  • Lifetime assistance on any of your projects.
Requirement from College
  • A seminar hall/Class room with seating capacity of 100 students
  • One projector.
  • 2 Collar mike with sound system.
  • White board and marker.
  • Workshop coordinators(3-5)
  • Laptop charging points.
  • One laptop/PC to each group.

Organize workshop in your campus


 

 

 

 

Our Forte


  • Embedded Systems &
  • Robotics
  • MATLAB
  • VHDL
  • LabView
  • IoT
  • Real Time Automation
  • PCB Designing
  • Networking
  • Surface Computing
  • Ethical Hacking
  • Animation
  • Android

Register for Workshop
Pay With PayUMoney