Advanced Certification in AI and Machine Intelligence by CCE IIT Mandi
This program is the first and only of its kind in the entire online learning industry, where candidates learn the exact content delivered in the classes of B.Tech Data Science and Engineering course offered by IIT Mandi. In this Program, you will get to attend the live classroom conducted by IIT Mandi Professors through a live relay of sessions.
Duration: 9 Months - 550+ Hrs of Live Training

About Program
The demand for AI scientists is exponentially growing with focus on leveraging the technology of Machine Learning and Deep Learning to emulate better than human thinking in machines. Advanced certificate in AI and Machine Learning covers the 5 modules of certificate in Data science program, and in addition covers 4 advanced modules of Artificial Intelligence and Deep learning. AI Scientists leverage Deep Learning, Natural Language Processing (NLP), Computer Vision and Machine Learning; expected to work closely with data scientists, data engineers & product managers to incorporate AI-based capabilities into solutions
Key Features
- 550+ Hrs of live sessions from B.Tech Data Science class of IIT Mandi
- 250+ Hrs of Lab sessions
- 100 Hrs of Mentoring session from Industry Experts
- Multiple case studies and projects
- One Week Immersion training at IIT Mandi Campus*
- 3 Guaranteed Interviews from Rooman and NSDC
- Recorded session of Live Class Room available on LMS
- Course Completion Certificate from CCE IIT Mandi and NSDC
- EMI Options available
*This is at an additional cost
Eligibility Criteria
STEM graduates & Final Semester Students eager to start a career in Data Science/ Machine Learning.
Tools you learn at CCE IIT Mandi

Career Growth
- Business Analyst
- Data Analyst
- Data Scientist
- Machine Learning Engineer
- Artificial Intelligence Engineer
- Business Intelligence Developer
- Big Data Analyst

About CCE IIT Mandi
IIT Mandi nurtures an interdisciplinary research environment that develops innovative technologies for widespread use. Driven by the need of the region and the nation, the thrust areas have been identified and organized. IIT Mandi has been ranked 20th among engineering colleges in India by the National Institutional Ranking Framework in 2022. It is ranked 12th among 23 IITs according to NIRF 2022.
Certification
Upon Completion of this course, you will:
- Receive an Advanced Certification in Data Science and Machine Learning from CCE IIT Mandi and NSDC.
- Job assistance through Rooman

Meet Our Faculties



Course Curriculum
- Calculus
- Vector space
- Eigenvalues and eigenvectors,
- Introduction to optimization
- Convex sets & functions & properties
- Lagrange’s multiplier method
- Basic Numerical Optimization.
- Basics of Python
- Functions
- List , maps,Dictionary
- Files
- Strings
- Numpy
- Pandas
- Scipy
- Probability:
- Random variables:
- Standard deviation
- Covariance
- Correlation
- Statistics
- Data collection process
- Data preprocessing
- Supervised learning with applications
in classification problems - Supervised learning – regression
- Unsupervised learning algorithms –
Clustering
- Data Analytics
- SQL
- MongoDB
- Tabeleau
- PowerBl
- MS Excel
- Data sources and collection
- Data Pre-processing
- Data representation
- Basic charting and data visualization
- PCA, SVD
- clustering, gradient-based optimization methods
- Geometry, Camera models
- Probabilistic graphical model
- Stereo disparity estimation
- Features detection and tracking
- Segmentation
- High level vision
- Synthesis:
- Basics of artificial neural networks (ANN)
- Feed forward neural networks
- Deep neural networks (DNNs)
- Convolution neural networks (CNNs)
- Recurrent neural networks (RNNs)
Generative models
- Concepts of Artificial Development
- Reinforcement Learning
- Concept of Markov
- Monte Carlo Methods
Projects
Projects will be a part of your Advanced Certification in Data Science & Machine Intelligence to consolidate your learning. It will ensure that you have real-world hands-on experience.
- Basic Level Projects
- Intermediate Level Projects
- Advanced Level Projects
Project Preparing Power BI Dashboard
Power BI, a business intelligence and data visualisation application, allows you to use data from variety of sources to generate dynamic dashboards and analytical reports.
R - Shiny based app on Decision Tree
Shiny is a R package that enables the development of interactive web applications that may execute R code in the background.
EDA and Data Preprocessing Using Python
Exploratory data analysis (EDA) is a strategy or philosophy that uses a number of approaches (mainly graphical) to analyze data.
Project on Regression Using Cross Validation
In this Project you will be able to implement an end to end Pipeline including Data Cleaning, Preprocessing, Scaling, Transformation, feature engineering and from thereon you are going to feed the trasformed or engineered data in the machine learning models for regression.
Project on Classificaiton using Ensembling
When a category is the output variable, It is a classification algorith which can solve it. Thus a classification model tries to infer some meaning from the values that were seen. A categorization model will attempt to forecast the value of one or more outputs given one or more inputs.
Project on Ensembling with Stacking
The two most well-known ensemble modelling techniques are bagging and boosting. Bagging enables the averaging of several comparable models with significant volatility in order to reduce variance whereas Boosting creates several incremental models in order to reduce bias while minimizing variation.
Time Series Project based on SARIMA
A time series is a collection of images taken over a period of time at equidistant intervals. Signal processing, pattern identification, econometrics, mathematical finance, weather forecasting, earthquake prediction, and other fields all employ time series.
Computer Vision based Project
Methods for capturing, processing, analysing, and comprehending digital pictures, as well as methods for extracting high-dimensional data from the actual world in order to create numerical or symbolic information in order to make right judgments, are all included in computer vision tasks.
ChatBot using Natural Langauge Processing
NLP, or natural language processing, enables computers to comprehend human language. Behind the scenes, NLP examines phrase structure and word meaning individually, then employs algorithms to extract meaning and provide results.
Placement Assistance

All eligible candidates will receive placement assistance after program completion

Access to Opportunities with Leading Companies

Workshops on Resume Review and Interview Preparation

Career Guidance and Mentorship by Industry Experts from Rooman and NSDC
Program Fee
Duration: 9 Months
INR 90,000/- + GST
Installment Options:
Full Payment (Inclusive of GST)
₹ 1,06,200/-
- Within Five days of completing the admission process
2 Installments (Inclusive of GST)
₹ 53,600/-
- 1st Installment- Within Five days of completing the admission process
- 2nd Installment- Within Thirty days from the payment of first installment
3 Installments (Inclusive of GST)
₹ 36,400/-
- 1st Installment- Within Five days of completing the admission process
- 2nd Installment- Within Thirty days from the payment of first installment
- 3rd Installment- Within Thirty days from the payment of Second installment
EMI Options:
₹ 8,900/Month
Frequently Asked Questions
Yes. You will get assured 3 interviews after the course completion. Our team will prepare you for the interview by conducting several mock interviews, assisting in resume building and more to crack the interviews with ease.
A computer system equipped with a web camera, microphone, and internet connection (minimum speed 1 Mbps) are the basic technical componential requirements for pursuing the course.
You may communicate with our mentors who are available during the session and the same doubts will be taken up by the IIT Mandi faculty during the session
The Advantage of 3

- Upskilling from IIT Professor’s

- Skill Loan
- Assessment
- Joint Certification

- Internships
- Placements
- Mentorship from Industry Experts
Get in Touch
Take a First Step Towards Building Your Career


Recognition and Accreditations






