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Graphical Models Certification Training ( L078 )

4.5 + (25,859) Students Ratings

IQ Training’s Graphical Models Certification Course teaches you the fundamentals of Graphical Models, types of Graphical Models - Bayesian Networks (directed graphs) and Markov’s Networks (undirected graphs), Representation of Bayesian and Markov’s Networks, and Decision Making

Course Price :

₹15,520
₹17,244
10%
off
Available

Live Instructor

Self Paced

Think Bigger Advantage

Live Online Classes

All our Classes are Live Instrucotor led online sessions. You can attend at the comfort of your place and Login to our Classes.

LMS (Learning Management System)

LMS will help you to organize your all training material, session videos and review at later date. You can access LMS anytime and review your completed classes. If you miss any class, then you can review the missed class in LMS.

Flexible Schedule

For some reasons, you can not attend the Classes, we can enroll you in the next possible classes. we assure flexibility in class schdules.

Lifetime Access to Learning Platform

You will get Lifetime free access to LMS(Learning Mangement System) You can access all Videos, class room assignments, quizzes, Projects for Life time. You will also get free video sessions for Life time.

Highest Completion Rate

We have the highest course completion rate in the Industry. If you miss a class, you can opt for the missed class in different batch. We assure you the best training possible for you to succeed.

Certificate of Completion

We provide you the Industry recognized Certification of Course completion This certificate will sometimes helps you to get reimbursement of training expenses by your company.

Training Schedule
Batch Start Date Days of Training Weekday/ Weekend Timings
10-Apr-2020 Available SAT & SUN (3 WEEKS) Weekend Batch 09:30 PM - 12:30 PM (EST)
 
 
 
 
 

Course Curriculum

Goal: To understand Graphical models, graphs and probability theory, components, types and representation of graphical models, Introduction to decision theory in Graphical models. 

Topics:

  • Why do we need Graphical Models?
  • Introduction to Graphical Model
  • Role of Graphical Model in dealing with uncertainty and complexity?
  • Types of Graphical Models
  • Graphical Modes
  • Components of Graphical Model
  • Representation of Graphical Models
  • Inference in Graphical Models
  • Learning Graphical Models
  • Decision theory
  • Applications

Goal: To give an overview of Bayesian networks, independencies in Bayesian Networks and building networks in Bayesian.

Topics:

  • What is Bayesian Network?
  • Advantages of Bayesian Network for data analysis
  • Bayesian Network in Python Examples
  • Independencies in Bayesian Networks
  • Criteria for Model Selection
  • Building a Bayesian Network

Goal: To give an overview of Markov’s networks, independencies in Markov’s networks, Factor graph and decision process in Markov’s network.

Topics:

  • Example of a Markov Network 
  • Markov Model
  • Markov Property
  • Markov and Hidden Markov Models
  • The Factor Graph
  • Markov Decision Process
  • Decision Making under Uncertainty
  • Decision Making Scenarios

Goal: To understand the use of inference and interpret inference in Bayesian and Markov’s Networks. 

Topics:

  • Inference
  • Complexity in Inference
  • Exact Inference
  • Approximate Inference
  • Monte Carlo Algorithm
  • Gibb’s Sampling
  • Inference in Bayesian Networks

Goal: To understand the Structures and Parameterization in graphical Models.

Topics:

  • General Ideas in Learning
  • Parameter Learning
  • Learning with Approximate Inference
  • Structure Learning
  • Model Learning: Parameter Estimation in Bayesian and Markov Networks
Like the course? Enroll Now

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Course Details

  • People who are very much interested in DATA SCIENCE field
  • Individuals who have the basic idea of Machine Learning or Graphical Modelling
  • Researchers
  • Machine learning and Artificial Intelligence enthusiasts.

Required Pre-requisites

Knowledge on 

  • Probability theories
  • statistics
  • Python
  • Fundamentals of AI and ML

Graphical Models Certification Training Ceritficate

Graphical Models Certification Training Reviews

25,859

Total number of reviews

4.5

Aggregate review score

80%

Course completion rate

Graphical Models Certification Training Features

Live Online Classes

All our Classes are Live Instructor led online sessions. You can attend at the comfort of your place and Login to our Classes.

LMS (Learning Management System)

LMS will help you to organize your all training material, session videos and review at later date. You can access LMS anytime and review your completed classes. If you miss any class, then you can review the missed class in LMS.

Flexible Schedule

For some reasons, you can not attend the Classes, we can enroll you in the next possible classes. we assure flexibility in class schedules.

Lifetime Access to Learning Platform

You will get Lifetime free access to LMS(Learning Mangement System) You can access all Videos, class room assignments, quizzes, Projects for Life time. You will also get free video sessions for Life time.

Highest Course Completion Rate

We have the highest course completion rate in the Industry. If you miss a class, you can opt for the missed class in different batch. We assure you the best training possible for you to succeed.

Certificate of completion

We provide you the Industry recognized Certification of Course completion This certificate will sometimes helps you to get reimbursement of training expenses by your company.

Like the course? Enroll Now

Structure your learning and get a certificate to prove it.

Graphical Models Certification Training FAQs

You will never miss a class at IQ Online Training! You can choose either of the two options:

  1. View the recorded session of the class available in your LMS or
  2. You can attend the missed session in any other live batch.

After the enrolment, the LMS access will be instantly provided to you able to access for lifetime which includes complete set of previous class recordings/PPTs/PDFs/assignments. You can start learning right away.

Your access to the Support Team is for lifetime. Our team will help you in resolving queries, during and after the course.

Yes, once enrollment has done for course. Access to the course material will be available for lifetime.

You can Call our support numbers listed in site OR Email us at info@iqtrainings.com.

You can view in-depth class sample recordings before the enrollment. Experience the complete learning instead of a demo session with our expertise.

All the instructors are Industry experts with minimum 10-12 yrs of relevant IT experience. They are subject matter experts and are well trained for providing an awesome learning experience to the participants.

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