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.
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:
EMI Options:
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
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- Live Intaractive Sessions
- 24/7 AI Assistant LMS
- Exclusive Doubt Clarification Session
- Interview Prep and Tips
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- Coaching Online
- Tuitions with Expert(Offline)
- Practice Hands on with Mentor
- Build Product
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Happiness Guaranteed
- Learn Anytime, Anywhere
- Set your own pace
- 24/7 AI Assisted LMS Access
- Weekend Live Mentoring Session
- Certificate of Completion.
Purchase This Course
View Fees Breakdown
- Live Interactive Sessions
- 24/7 AI Assistant LMS
- Exclusive Doubt Clarification Session
- Interview Prep and Tips
- Coaching Online
- Tuitions with Expert(Offline)
- Practice Hands on with Mentor
- Build Product
- Learn Anytime, Anywhere
- Set your own pace
- 24/7 AI Assisted LMS Access
- Weekend Live Mentoring Session
- Certificate of Completion.