Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Video and Text Based |
Course Overview
Machine learning algorithms are a subset of artificial intelligence (AI) that has been developed to match human intelligence. However, machines supersede the human brain at analysing data and gaining insights about businesses, and machine learning algorithms. They have found relevance in various industries and different functional areas, which makes it a hot topic for study and thus this course-Machine Learning with Business Applications by IIM Bangalore.
Machine learning algorithms can be divided into four sectors- unsupervised learning algorithms, supervised learning algorithms, evolutionary learning algorithms and reinforcement learning algorithms. In Machine Learning with Business Applications Certification Syllabus, candidates will be exposed to different machine learning algorithms and their applications through interactive case studies from various industries.
The Highlights
- In-person training
- Early bird registration is available
- Certification from IIM Bangalore
- Non-residential and residential learning options
- 5 days programme
- On-campus training
Important dates
Course Commencement Date
Start Date : 03 Feb, 2025
End Date : 07 Feb, 2025
Application Date
End Date : 24 Jan, 2025
Programme Offerings
- In campus learning
- In-Camus course
- 5 Days Course
- Early Bird Discount.
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIM Bangalore |
Machine Learning with Business Applications Fee shall be levied differently for residential and non-residential programmes that are given below-
- Residential fee for the programme (excluding GST) is Rs. 1,40,000
- The residential early bird fee (excluding GST) is Rs. 1,26,000
- Non-residential fee (excluding GST) is Rs. 1,15,000
- Non-residential early bird fee (excluding GST) shall be Rs. 1,03,500
Machine Learning with Business Applications Fee Structure
Fee | Amount in Rupees | |
Programme | Residential programme | Non-residential programme |
Course fee | Rs. 1,40,000 + GST (regular) Rs. 1,26,000 + GST (early bird) | Rs. 1,15,000 + GST (regular) Rs. 1,03,500 + GST (early bird) |
Eligibility Criteria
Certification qualifying details
Participants attending the online programme shall be issued a Certificate of Participation as Machine Learning with Business Applications Certification.
What you will learn
Machine Learning with Business Applications Online Course is for aspiring machine learning scientists to help them master the given concepts-
- Learners shall get to analyse data to obtain insights using the right machine learning algorithm in a given business setting
- Candidates will overview various machine learning algorithms
- They shall review illustrations of evolutionary and reinforcement algorithms used by organisations
- They shall discover unsupervised learning algorithms concepts such as k-means clustering, multivariate Gaussian distribution, factor analysis and its applications in receiving insights from data
- Machine Learning with Business Applications Training comes with hands-on experience with software such as Evolver, Microsoft Excel, Python, R and other proprietary software
- Candidates will also examine the applications of ML in functional areas, such as finance, marketing, HR and operations and supply chain
- The syllabus shall deal with supervised learning algorithms concepts such as regression, decision tree learning, logistic regression, random forest, neural networks, boosting and deep learning algorithms along with applications in solving managerial problems
- Through case studies in Machine Learning with Business Applications Programme, learners will gain the ability to analyse and solve problems from various industries, such as insurance, e-commerce, manufacturing, retail, service, software, sports, banking and finance, pharmaceutical and aerospace using ML algorithms
Who it is for
Machine Learning with Business Applications Online Course is suitable for the following individuals-
- Managers and decision-makers carrying on with their job analytics and AI-based consulting in operations, marketing, supply chain management, insurance, general management and finance in various industries
- Individuals who have begun working on machine learning and are willing to enhance their knowledge
- Individuals apprised with analytical aptitude wishing to start a new career in Analytics
- Machine learning professionals
- Marketing professionals
Admission Details
The application process for Machine Learning with Business Applications Certification Course is as follows-
Step 1: Click “Apply Online” on the course link as mentioned here-https://eep.iimb.ac.in/course/machine-learning-with-business-applications/?utm_campaign=S01330&utm_content=MLBA
Step 2: Fill in your details including full name, email id, contact number, organisation, designation and city.
Step 3: Sign in via the admissions portal. Sign up if you haven’t created an account.
Step 4: Search the programme name from the list and choose whether you wish to enrol for a group or yourself.
Step 5: Enter your personal details, work experience, sponsor (if any) and additional details in the application form and download the proforma.
Step 6: Make the payment and download your invoice.
Step 7: After verification and acknowledgement of payment, the offer letter shall be sent in ten days if you are shortlisted.
The Syllabus
- Clustering: K-means clustering and hierarchical clustering
- Package Pricing at Mission Hospitals
- Marketing Head’s Conundrum
- Breaking Barriers – Micro Mortgage Analytics
- Consumer Analytics at Big Basket – Product Recommendations
- Customer Analytics at Flipkart.Com
- Forecasting Demand for Food at Apollo Hospitals
- HR Analytics at Scaleneworks – Behavioural Modelling to Predict Renege
- Predicting Earnings Manipulations by Indian Firms Using Machine Learning Algorithms
- Machine Learning Algorithms to Drive CRM in the online E-commerce site at VMWare
- Consumer choice between house brands and national brands in detergent purchases at Reliance Retail
- Improving lead generation at Eureka Forbes using Machine Learning Algorithms
- Enhancing visitor experience at ISKCON using Text Analytics
Instructors
IIM Bangalore Frequently Asked Questions (FAQ's)
Professor U Dinesh Kumar, who is a Professor in Decision Sciences and Information Systems at Indian Institute of Management Bangalore shall be the faculty for Machine Learning with Business Applications Certification.
Foreign students need to pay the equivalent fee in USD excluding service taxes for Machine Learning with Business Applications Training.
Candidates who cancel their nomination shall be eligible for a refund.
A group discount of 5% can be availed for a group of three or more participants when nominations are received from the same organisation.
Deadlines can be referred to in the brochure or the course URL.