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, Campus Based/Physical Classroom | Video and Text Based | Weekends |
Course Overview
The Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business is a comprehensive ten months course designed to equip professionals with the knowledge and skills necessary to excel in the fields of Artificial Intelligence (AI) and Machine Learning (ML). This Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course is being offered by the prestigious Indian Institute of Management, IIM Bodh Gaya. This Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course aims to develop data fluent managers who can leverage Artificial Intelligence and Machine Learning tools to drive business innovation and efficiency.
The participants will gain hands-on experience with state of the art tools and techniques used in the industry for analytics applications. The curriculum covers a wide range of topics, including statistical learning, data visualisation, machine learning algorithms, and domain-specific analytics in marketing, HR, operations, finance, and healthcare.
The Highlights
- 10 month intensive programme
- Offered by IIM Bodh Gaya
- Certificate from IIM Bodh Gaya
- Campus immersion
- Peer-learning
- Direct-to-device learning for convenience
Programme Offerings
- Offered by IIM Bodh Gaya
- Campus immersion
- Certificate from IIM Bodh Gaya
- direct-to-device learning
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIM Bodh Gaya |
The fees for the Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course is :
Fees components | Amount |
Registration Fee | Rs. 4,900 |
Processing Fee (Collected at the time of application) | Rs. 10,000 |
Programme Fee | Rs. 1,25,000 |
Campus Fee | Rs. 15,000 |
Total Course Fee (Excluding Registration & Alumni Fee) | Rs. 1,40,000 |
IIM Bodh Gaya Executive Alumni Fee (Optional) | Rs. 5,000 |
Gross Program Fee (Excluding Registration Fee) | Rs. 1,45,000 |
Instalment schedule:
Instalments | Instalment I | Instalment I | Instalment II | Instalment III |
Date | At the time of registration | Within one week of the offer rollout date | 10th September, 2022 | 10th November, 2022 |
Amount | Rs. 5,100 | Rs. 34,900 | Rs. 50,000 | Rs. 50,000 |
Eligibility Criteria
The participants must have completed their graduation or diploma from a recognised university or institution in any academic stream. A minimum of three years of work experience is generally required for eligibility. However, fresh graduates with a strong academic background are also encouraged to apply. The final selection will be made by IIM Bodh Gaya.
What you will learn
With the help of this Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course, the participants will delve into the fundamentals of statistical learning, gaining a solid foundation in data modeling, inferential statistics and multivariate analysis using tools like R and Python. This Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course emphasise practical applications, enabling learners to visualise data effectively and derive actionable insights using libraries such as NumPy, Pandas, Matplotlib, and Tableau.
Who it is for
The target audience for the Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course includes:
Admission Details
Follow the steps given below to take admission inExecutive Certificate Programme in Artificial Intelligence and Machine Learning for Business:
Step 1: Visit the course page : https://timespro.com/executive-education/iim-bodh-gaya-executive-certificate-programme-in-artificial-intelligence-and-machine-learning-for-business
Step 2: After ensuring that you fulfil the eligibility criteria, scroll down the page to fill out the application form.
Step 3: Enter your name, phone number, email ID, DOB, the exam percentage in 10th, 12th and graduation.
Step 4: Finally, select your centre, city and state and click on ‘Enquire now’ to submit the form.
The Syllabus
- Introduction to Data Modelling for Business
- Fundamentals of Statistics
- Inferential Statistics
- Descriptive Statistics with R
- Concept and Application of Sampling Theory
- Hypothesis and Testing with R
- Multivariate Analysis with R
- Principal Component Analysis and Linear Algebra
- Data Analytics with Python
- Python Libraries – NumPy, Pandas, Matplotlib, Scikit
- Data Visualisations with Tableau
- Idea of Supervised and Unsupervised Machine Learning
- Simple & Multiple Linear Regression
- Logistic Regression
- Cross-validation and Hyperparameter Tuning
- Decision Trees and Random Forest
- Boosting Algorithms
- Support Vector Machine
- Neural Networks – Overview of ANN, CNN, RNN
- Recommender System
- Clustering (K-means and Hierarchical)
- Unstructured Data Collection and Web Scrapping
- Concepts of Text Mining
- Natural Language Processing
- Document Classification and Clustering
- Document Summarisation
- Sentiment Analysis (Aspect Extraction, Lexicon and SentiWordNet)
- Introduction to Market Analytics
- Concepts of Customer Analytics
- Building Predictive Models: Sales Prediction and Price Prediction
- Customer Churn Problem
- Customer profitability and Customer Lifetime Value
- Business Analytics - HR Strategy Alignment
- Application of HR Metrics Across Talent Life Cycle
- Dynamic Dashboarding through PowerBI
- Organisational Network Analysis using Python
- Emotional Analysis using Python
- Understanding the Analytical Aspects of Operations Management
- Supplier Selection Analytics - Goal Programming Clustering
- Analytics for Distribution Network Design
- Analytics for Facility Location
- Inventory Analytics
- Maintenance and Quality Analytics
- Understanding Financial Data
- Financial Time Series - Introduction & Diagnostics
- Forecasting Models
- Application of Analytics in Healthcare
- Supervised ML in Healthcare - Case Study Approach
- Survival Analysis
- IoT in Healthcare
- Big Data Ecosystem
- Big Data Strategy
- ML Using Spark
- ML Pipeline
- Production Environment
- Model Deployment
Evaluation process
The participants are required to complete periodic assessments, including quizzes, assignments, and a final project to evaluate their understanding of the course material. Successful completion of these evaluations is mandatory to receive the certification from IIM Bodh Gaya.
IIM Bodh Gaya Frequently Asked Questions (FAQ's)
The duration of the Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course is 10 months.
Yes, the Executive Certificate Programme in Artificial Intelligence and Machine Learning for Business course is delivered through direct-to-device online sessions.
Yes, instalment options are available.
Yes, participants will receive a certificate from IIM Bodh Gaya upon successful completion.
Currently, there are no scholarships listed for this program.