Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Certificate Program in Business Analytics and Artificial Intelligence course, which is jointly offered by The Indian Institute of Technology Kharagpur and Virginia Polytechnic Institute and State University, Blacksburg, United States. This programme is designed to equip participants with the knowledge and skills required for business analytics and artificial intelligence.
The duration of this Certificate Program in Business Analytics and Artificial Intelligence course is nine months. With the help of this Certificate Program in Business Analytics and Artificial Intelligence course the participants will learn new skills and empower them to think differently. The participants will learn about different domains, including health science, business and engineering.
The Highlights
- Nine months course
- Indian Institute of Technology Guwahati Kharagpur
- Expert faculties
- Comprehensive coverage
- Certification after completion
Programme Offerings
- expert faculties
- Nine month course
- Comprehensive curriculum
- IIT Kharagpur
- Certificate upon completion
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT KharagpurVirginia Tech |
The fees structure for Certificate Program in Business Analytics and Artificial Intelligence is :
Fees components | Amount |
Indian’s application fees | Rs. 500 |
Foreigner’s application fees | USD 10 |
Programme fees for Indian’s | Rs. 1,00,000 + 18% GST |
Programme fees for Foreigner’s | USD 1500 |
Eligibility Criteria
- The participants must be having an undergraduate degree in engineering and science, with minimum GPA of 7.0 or 65%.
- The participants must have a work experience of 2-5 years.
- Computer knowledge is required.
What you will learn
Certificate Program in Certificate Program in Business Analytics and Artificial Intelligence course helps participants to learn python, basic statistics and data science. The participants will learn about different domains like - health science, business and engineering.
Who it is for
The target audience for Certificate Program in Business Analytics and Artificial Intelligence course includes:
Admission Details
- To take the admission for Certificate Program in Business Analytics and Artificial Intelligence course, kindly visit the https://erp.iitkgp.ac.in/CEP/courses.htm
- Submit the required information for enrolling to this Certificate Program in Business Analytics and Artificial Intelligence course.
- Once all the information has been duly filled and the fees are submitted after that you can access the Certificate Program in Business Analytics and Artificial Intelligence course.
The Syllabus
- Python
- NoSQL
- Python + NoSQL (with a hands on assignments)
- Image and text data processing setting the context by posing concrete questions (e.g. object detection in images, video summarization, machine translation, generative AI)
- Basics statistics and data science
- Probability random variables,
- Probability distribution,
- The Central Limit Theorem
- Sampling and statistical inference
- Confidence intervals
- Hypothesis testing regression analysis
- Data visualization and exploration
- Logistics regression
Analytics assignment using statistical methods.
Basics of ML - supervised vs unsupervised, with relevant algorithms (KNN, Decision Tree, Perceptron, SVM, KMeans, Hierarchical Clustering, PCA) with exercises on Kaggle Datasets
Deep learning - MLP, CNN, autoencoder, RNN, LSTM, seq2seq with exercises on image and text datasets
Machine learning assignment with image and text data sets
Groups formed and topics determined
Scalable data mining
Cloud technology
- Use cases - vision, NLP, finance, environment, manufacturing, Open AI - ChatGPT
Capstone Project Report submission and presentation
Instructors
IIT Kharagpur Frequently Asked Questions (FAQ's)
The duration of the Certificate Program in Business Analytics and Artificial Intelligence course is Nine months.
No, Certificate Program in Business Analytics and Artificial Intelligence course does not provide any scholarships.
This Certificate Program in Business Analytics and Artificial Intelligence is jointly offered by The Indian Institute of Technology Kharagpur and Virginia Polytechnic Institute and State University, Blacksburg, United States.
6-8 hours per week is required to finish this Certificate Program in Business Analytics and Artificial Intelligence course.
The fees for Certificate Program in Business Analytics and Artificial Intelligence course is for Indian participants Rs. 1,00,000 and for foreign students USD 1500.