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Quick Facts

Medium Of InstructionsMode Of LearningMode Of DeliveryFrequency Of Classes
EnglishSelf Study, Virtual ClassroomVideo and Text BasedWeekends

Course Overview

The Artificial Intelligence and Machine Learning Online Course is a 12 weeks long course that discusses the industrial applications of Machine Learning Algorithms(MLAs) in contemporary times. The course will help learners familiarize themselves with the techniques of deep learning and neural networks through a combination of practical and theoretical sessions.

After successfully completing the course through interactive classroom sessions, case studies, course videos and virtual lab projects, learners will be rewarded with an Artificial Intelligence and Machine Learning Certification by the Institute of Management Technology, Hyderabad. The course is offered in a weekend mode that suits working professionals.

The Highlights

  • Certificate of completion
  • 12 weeks duration
  • Online course
  • Weekend mode
  • Interactive classroom sessions
  • Case studies and videos
  • Virtual Lab Projects
  • case analysis, presentations, 
  • quizzes, project reports, 
  • group and individual assignments

Programme Offerings

  • Certificate of completion
  • 12 weeks duration
  • Online Course
  • Weekend mode
  • Interactive Classroom Sessions
  • Case studies and videos
  • Virtual Lab Projects
  • Case analysis
  • Presentations
  • quizzes
  • Project Reports
  • Group assignments
  • individual Assignments

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesIMT Hyderabad

Artificial Intelligence and Machine Learning Certification Fees

CourseFee

Artificial Intelligence and Machine Learning

Rs. 1,20,000 + taxes


What you will learn

Machine learningKnowledge of Artificial Intelligence

After completing the Artificial Intelligence and Machine Learning Certification Classes, you will gain knowledge about these topics:

  • Introduction to Python Programming
  • AI and ML Concepts
  • Decision Trees and Random Forests
  • Deep Learning
  • Neural Networks
  • Data Visualization
  • Principles and Practice of ML

Who it is for

  • The course is appropriate for researchers, corporates, faculty of any discipline.


Admission Details

Given below are the steps to enroll in the Artificial Intelligence and Machine Learning Course:SSSS

Step 1: Go to the official website by clicking on the URL given below -https://www.imthyderabad.edu.in/executive-education/aiml

Step 2: Click on the "Admissions Open" option at the top right-hand corner of the page.

Step 3: Click on the "Apply Now" or "Candidate Login" option on the opening page.

Step 4: Fill in the online application form to proceed.

The Syllabus

  • Introduction to Python Programming
  • Key Python Libraries (NumPy, SciPy, Pandas, Colab)
  • Refresher for Math Concepts (Online)
  • Overview of AI and ML Concepts

  • Learn to translate real-world problems in terms of
  • AI/ML abstractions.
  • Overview of Python and its libraries for ML (Pandas, Matplotlib etc)
  • Demystifying ML
  • ML Avatars
  • Simple but elegant Algorithms
  • Ideas about practical issues such as Overfitting etc. 

  • Learn about and apply standard AI/ML algorithms to
  • create AI/ML applications.
  • Formulating Real-World Problems for AI/ML
  • Classification and Regression Problems
  • Intuitive and Simple Algorithms
  • Representation of the World and Real Data
  • Linear Algorithms, Optimization and Training
  • End-to-end Problem Solving
  • Non-linear Solutions and MLP
  • Gradient Descent and Backpropagation
  • Decision Trees, Random Forests and Ensembles

  • Implement practical solutions using Deep Learning
  • Techniques and Toolchains.
  • Visualization, Data Prep, Unsupervised Learning
  • Principles and Practice of ML
  • Support Vector Machines and Kernels
  • Introduction to DL and Toolchain
  • Convolutional Neural Networks
  • Auto-Encoders
  • Recurrent Neural Networks
  • Overview of Advanced Topics in DL
  • Human In the Loop Solutions, Deployment

Instructors

IMT Hyderabad Frequently Asked Questions (FAQ's)

1: Does this course give out a certificate after completion?

Yes, the Artificial Intelligence and Machine Learning Training is a certificate course.

2: When can I attend the classes in a week?

The classes will be offered in online mode on Saturdays and Sundays.

3: Who is leading the course?

The course is led by the program director, Prof. Dr. R. Mahesh, Assistant Professor & Area Chairperson, Analytics & IT at IMT Hyderabad.

4: How many weeks are required to complete the course?

The Artificial Intelligence and Machine Learning Certification Course require 12 weeks in total for completion.

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