Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Course Overview
Machine learning products are highly prevalent today and are used by various e-commerce giants. It is even used for purposes like fraud detection in financial institutions, product recommendations on shopping sites, ride fares on Uber and more. The Machine Learning for Managers course covers all of this and more.
The Certificate course in Machine Learning for Managers is a five-month-long programme designed to highlight the importance of machine learning for managers. The course curriculum has been divided into different sections and modules to help you learn the important concepts and Machine Learning techniques.
Moreover, the Executive Development programme in Machine Learning for Managers also provides a practical approach towards learning by incorporating hands-on learning, case analysis, and discussions to develop practical skills.
The Programme in Machine Learning for Managers will also encourage you to make data-driven decisions. By the course end, you will get a completion certificate issued by IIM Raipur to improve your career prospects and even become a part of the rich alumni network.
Also Read:
Certificate course in Machine Learning
The Highlights
- 5 months course
- Live tech support
- Case study learning
- Dedicated Student support
- On-Campus Immersion Modules
- Completion Certificate from IIM Raipur
- Executive Alumni status from IIM Raipur
Programme Offerings
- 5 Months Course
- Live tech support
- Hands-on approach
- Case study learning
- Certificate of Completion from IIM Raipur
- Alumni status from IIM Raipur
- Dedicated student support
- Classroom-Based Learning
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIM Raipur |
- The Machine Learning for Managers course fee is different for both Indian and international participants.
- You must pay the fee in three different instalments and adhere to deadlines. If you fail to do so, you’ll need to pay a late fee.
Executive Certificate Program in Machine Learning for Managers course fee structure
| Particulars | Fee |
| Indian students (total fee) | Rs. 75,000 + GST |
| International students (total fee) | USD 1,700 |
Eligibility Criteria
Educational qualification
To be a part of the Machine Learning for Managers certification course, Indian and international students have separate terms. Indian students must be graduates or diploma holders with 10+2+3 years of education from any recognised university that falls under the umbrella of UGC/AICTE/DEC/AIU/State Government.
Similarly, international students must possess a graduation or equivalent degree from a recognised university in their country.
Work experience
Also, having work experience of at least two years is mandatory for all.
Certificate qualifying details
To earn the Certificate in Machine Learning for Managers, you must complete the course successfully and have a minimum attendance of 70% in live sessions. Moreover, the programme requires you to work on individual and group assignments to apply conceptual learning to real-time scenarios. You will be assessed through quizzes with 70% weightage and presentations/assignments with 30% weightage. If you are unable to satisfy these terms, you will only get a participation certificate.
What you will learn
The Machine Learning for Managers course syllabus will help you in:
- Gaining hands-on experience with Python, R, and Spreadsheet Solver
- Looking into problems and come up with solutions to typical problems faced in Operations and Supply Chain Management
- Expressing data sets in visual form and interpreting them in business contexts
- Understanding the crucial roles of machine learning in today’s business context
- Learning various unsupervised and supervised learning methods in typical business problems
- Obtaining a good understanding of past data, selecting potential analytics and machine learning techniques to understand the past better, and accurately predicting the future.
Who it is for
The Certificate programme in Machine Learning for Managers is suitable for working professionals in positions like:
- Business Managers
- Department Heads
- Marketing Managers
- Business and Data Analysts
Admission Details
- https://talentedge.com/iim-raipur/certificate-course-machine-learning-for-managers- Click the URL to open the Executive Development course in Machine Learning for Managers.
- Click on the ‘Enrol now’ button to apply.
- On the new page, enter your details, then proceed to review the fee amount. Lastly, select a payment mode to pay the fee, and start learning.
Application Details
The application form for the Programme in Machine Learning for Managers requires you to enter your name, email ID, country, phone no, and a referral code (if available.
The Syllabus
Data Science using Excel and SPSS
- Basic Statistics
- Describing Data
- Inferential Statistics
- Hypothesis Testing
- Testing of Relationships
Linear and Multiple Regression using R
- Linear Regression
- Multi-Linear and Non-linear Regression
- Logistic Regression
- Neural Networks
Data Visualisation using R and descriptive analysis
- Normal Visualisation
- Business Intelligence
- Creating Interactive Visualisations
- Clustering and association
Time Series Analysis and Forecasting using R
- Using Regression
- Using smoothing techniques
Decision Modeling under Uncertainty
- Decision Making Rules
- Decision Tree
Stochastic and Markovian processes
- Markov and stochastic classification
- Markov chain
- Decisioning making under Markovian
Python and Machine Learning
- Introduction to Python
- Handling data using basic python datatype
- Reading data files and using Matplotlib
- Python packages for ML
- Advantages of Python in ML
Introduction to Machine Learning
Supervised, unsupervised, and reinforcement learning
Classification Modeling
- Naïve Bayes
- K-Nearest Neighbors
- Decision Trees
- Logistic Regression
- Support Vector Machine
- Neural Networks (Deep Learning)
- Classification accuracy metrics
Ensembling and Unsupervised Learning
- Bagging and Boosting
- Random Forest
Instructors
IIM Raipur Frequently Asked Questions (FAQ's)
Yes, the Machine Learning for Managers program sessions will be scheduled on the weekends for the convenience of working professionals.
Yes, you can become a part of the alumni network.
Live tech support is provided during sessions through chat and calls.
If you fail to pay the fee installment within 14 days, you will be considered a dropout and will have to pay Rs 5000 + GST to re-join.
You must have 70% attendance in the live sessions to obtain the Certificate in Machine Learning for Managers.