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Course Details
International Institute of Information Technology, Bangalore offers an online PG Diploma in Machine Learning and Artificial Intelligence for students looking to bolster their careers in such domains. This online PG Diploma programme aims at producing efficient and competent Data Scientists and Machine Learning experts while ensuring that the country is ready for the next wave of Artificial Intelligence. The online PG Diploma in Machine Learning and Artificial Intelligence from IIIT Bangalore promises to help an individual develop the right technical skills in the field of Machine learning and Artificial Intelligence. Get more details about the programme below:
Programme Offerings
- Cutting Edge Curriculum
- On-the-go Learning
- Industry Mentorship
- career support
- For the Industry- by the Industry
Eligibility Criteria
To be eligible for the online PG Diploma in Machine Learning and Artificial Intelligence, aspirants must meet the eligibility criteria before applying for the course. As per the eligibility criteria, candidates must hold a UG/ PG degree in Engineering/ Computer Science/ Statistics/ Maths/ Science/ Economics with at least 50% marks in graduation.
Admission Details
To get admission to the online PG Diploma in Machine Learning and Artificial Intelligence at the International Institute of Information Technology Bangalore, a student is required to fill out an application form with the relevant details on the official website of the IIIT Bangalore. After this, the students will have to give a selection test which will be based on the concepts of college-level mathematics and basic programming skill.
The University will then review all the applications of the students and make the selection accordingly, based on the educational qualifications and test scores of the candidates. Finally, the selected candidates will be sent offer letters, and after the payment of the required block amount, the students can start the course.
Application Details
The application procedure for the online PG Diploma in Machine Learning and Artificial Intelligence is as follows:
Visit the official website - https://www.iiitb.ac.in/executive-post-graduate-programme-in-machine-learning-artificial-intelligence
Fill out the application form for the online PG Diploma in Machine Learning and Artificial Intelligence course and fill in the required details
IIIT Bangalore will then conduct a selection test, select the meritorious students and send them to offer letters
The Syllabus
The online PG Diploma in Machine Learning and Artificial Intelligence syllabus has been carefully planned and accumulated to ensure comprehensive learning of the students. The syllabus covers all the various aspects of the subject and ensures that it reaches the students smoothly. The detailed syllabus of the online PG Diploma in Machine Learning and Artificial Intelligence is as follows:
Pre Program Preparation
Introduction To Python
Math For Machine Learning
Data Visualisation In Python
Python For Data Science
Data Analysis Using SQL
Advanced SQL
Statistics And Exploratory Data Analytics
Inferential Statistics
Hypothesis Testing
Analytics Problem Solving
Investment Case Study
Exploratory Data Analysis
Group Project
Machine Learning - 1
Linear Regression Assignment
Logistic Regression
Linear Regression
Investment Case Study
Naive Bayes
Model Selection
Machine Learning - 2
Tree Models
Model Selection - Practical Considerations
Advanced Regression
Support Vector Machine (Optional)
Boosting
Unsupervised Learning: Clustering
Unsupervised Learning: Principal Component Analysis
Telecom Churn Case Study
Natural Language Processing
Syntactic Processing -assignment
Semantic Processing
Lexical Processing
Syntactic Processing
Building Chatbots With Rasa
Deep Learning
Convolutional Neural Networks -industry Applications
Recurrent Neural Networks
Introduction To Neural Networks
Neural Networks - Assignment
Neural Networks Project - Gesture Recognition
Reinforcement Learning
Reinforcement Learning Project
Classical Reinforcement Learning
Assignment -classical Reinforcement Learning
Capstone
Deployment
Capstone
Evaluation Process
Each course of the PG Diploma in Machine Learning and Artificial Intelligence online degree programme will have some form of examination that the students will have to complete. This includes assignments, case studies, hypothesis building and much more.
Student Reviews for PG Diploma in Machine Learning and Artificial Intelligence
Review on My College
Verified ReviewBatch of 2022-01-01 | PG Diploma in Machine Learning and Artificial Intelligence
College Infrastructure
Infrastructure is good and facilities availability effective. Facilities are good and efficient no need to adding something on it. Living space also very hygienic and food quality and taste also better than others.
IIIT Bangalore Frequently Asked Questions (FAQ's)
The PG Diploma in Machine Learning and Artificial Intelligence online degree course takes place under a period of 12 months.
A student is required to commit at least 6-8 hours of time per week to complete the online PG Diploma in Machine Learning and Artificial Intelligence course.
There will be at least one live session every two weeks in the PG Diploma in Machine Learning and Artificial Intelligence online programme.
An estimated time of 8-9 hours per week will be required by the students for the completion of the assignments and projects in this online degree programme.
Yes, upGrad conducts the upGrad BaseCampmeet-ups which are basically, a physical platform where students and alumni come together to meet which aids in learning, networking and stimulating ideas amongst the students.
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