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Artificial Intelligence and Machine Learning

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Artificial Intelligence and Machine Learning

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Artificial Intelligence and Machine Learning

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Artificial Intelligence and Machine Learning online training in Bangalore for Engineering students of Computer Science and Information Science.  This course covers everything you need to know to master the subject Artificial Intelligence and machine learning.

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  • Description
  • Syllabus
  • Why Us?
  • Reviews (4)

Description

It is a 60 days long, Online Course on Artificial Intelligence and Machine Learning for Computer Science and Information Science Engineering students.  Our training is going to help you ACE your exams by understanding the logic of all the algorithms, with loads of real time examples, hackathons and surprise tests. Join the best Online Training Institute in Bangalore and get trained on artificial intelligence and machine learning.

Our Process:

Prerequisites:

  1. Python Application Programming for Engineering Syllabus.
  2. No worries if you don’t know Python. We can train you for that as well. Just follow the above link.
  3. Its an Online Course. Therefore, it is expected that the Student has Laptop or Desktop with Internet connection.

 

Learning Outcome:

This course will enable students to :

  1. Explain AI and ML.
  2. Illustrate AI and ML algorithm and their use in appropriate applications.
  3. Be future ready for Internships and Jobs.
  4. Make their own final year projects.

 

High level overview Module-wise:

  1. Introduction to Artificial Intelligence (AI).
  2. Introduction to Machine Learning (ML) and Basic Algorithms.
  3. Decision Tree Techniques and Artificial Neural Networks (ANN).
  4. Bayesian and Computational Learning.
  5. Instance Based Learning and Learning set of rules.
  6. Reinforcement Learning.

 

View syllabus tab to see the detailed topic covered in this course.

Module 1:

  • What is artificial intelligence?
    • Problems, problem spaces and search, Heuristic search techniques.

Module 2:

  • Knowledge representation issues
  • Predicate logic
  • Representation knowledge using rules.
  • Concept Learning.
    • Concept learning task
    • Concept learning as search
    • Find-S algorithm
    • Candidate Elimination Algorithm
    • Inductive bias of Candidate Elimination Algorithm.

Module 3:

  • Decision Tree Learning.
    • Introduction
    • Decision tree representation
    • Appropriate problems
    • ID3 algorithm
    • Inductive bias of ID3 algorithm.
  • Artificial Neural Network.
    • Introduction
    • Neural Network representation
    • Appropriate problems
    • Perceptions
    • Back-propagation algorithm.

 

Module 4:

  • Bayesian Learning.
    • Introduction
    • Bayes theorem
    • Bayes theorem and concept learning
    • ML and LS error hypothesis
    • ML for predicting
    • MDL principle
    • Bates optimal classifier
    • Gibbs algorithm
    • Naive Bayes classifier
    • BBN
    • EM Algorithm

Module 5:

  • Instance-Base Learning.
    • Introduction
    • k-Nearest Neighbor Learning
    • Locally weighted regression
    • Radial basis function
    • Case-Based reasoning.
  • Reinforcement Learning.
    • Introduction
    • The learning task
    • Q-Learning.

Why Us?

If you’re in this page, then you probably must be those set of folks who believe in “WHAT MORE CAN I GET FROM THIS INSTITUTE!”. And that’s why this page is meant just for those students.

Its imperative that you would get trained by the best in the Industry within 60 days. But there’s more to that. You will get:

  1. A FREE 6 months email support to all your questions, related to Python and Applications of Python, including but not limited to Data Science, Machine Learning, Django Web framework, Computer Vision,  Deep Learning and the essential libraries.
  2. A FREE project idea and guidance for final year project.
  3. Exclusive membership to Procodetech Facebook group. Its a group of all students and professional, who are gathered to answer and ask questions, share their thoughts related to technology. This group has members who have over 15+ years of experience in IT.
  4. We help you Prepare for your On Campus Interviews, FREE of Cost. For process, please write to us at [email protected]
  5. We, The Expert Trainers at PCT, are thorough with Computer Science and Information Science Engineering Syllabus.
  6. Our Trainers are 10 years experienced IT professionals, working in MNCs like Dell, GE, Verifone, etc. They specialize in Python and related field.
  7. We believe in training students by making them understand the logic. We strictly maintain NO MUG-UP Policy, wherein, we make sure that the student isn’t mugging up the subject and instead understands it properly.
  8. 10% of your fees is donated to Old Age Home and 10% to Animal Shelter. We believe in Humanity.
  9. scholarship will be given to 1 student, whose tuition fee would be completely waived off. For details, please write to us at [email protected]

So overall, its a sure-shot, win-win situation for students, who wants to learn Python the way it should be learnt and also get help with placements and Interview preparations.

4 reviews for Artificial Intelligence and Machine Learning

  1. For those who are new to AI and ML, this is the place to start. The trainers help you understand the concepts with real world examples. I had completely enjoyed the course. Thank you.

  2. Possibly the most value for money course. For a one-on-one course of AI/ML, this is the best option you can get in India. Mr. Fazeel, my trainer was excellent with his teaching approach.

  3. Excellent course for job seekers. I got placed in a startup post completion of this course. Would recommend this course for those who are seeking career in machine learning.

  4. 5 out of 5

    Excellent course. Worth the time.


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