Advanced Certification in AI & ML
Course Duration
8 months
Time Commitment
10 Hours/Week
Eligibility
12th Pass and Above
Learning Mode
Online
3.7K+ students have already registered
Course Duration
8 months
Time Commitment
10 Hours/Week
Eligibility
12th Pass and Above
Learning Mode
Online
Why Choose This Course?
Learn Like an IITian, Excel Like a Global Leader
Receive a Certificate of Completion with Vishlesan i-Hub, IIT Patna, significantly enhancing your profile's value.
Work on capstone projects designed to solve practical business challenges.
Learn from IIT faculty & industry experts bringing real-world insights to your learning journey
Receive resume reviews, career coaching, and placement support to land your dream role. (Eligibility: 7+ CGPA and 65% attendance)
Prestigious Certification*:
Receive a Certificate of Completion with Vishlesan i-Hub, IIT Patna, significantly enhancing your profile's value.
Real-World Capstone Project:
Work on capstone projects designed to solve practical business challenges.
Expert Faculty & Industry Insights:
Learn from IIT faculty & industry experts bringing real-world insights to your learning journey
Placement Assistance
Receive resume reviews, career coaching, and placement support to land your dream role. (Eligibility: 7+ CGPA and 65% attendance)
*Certificate Eligibility: Minimum 65% overall attendance and 30% marks in cumulative evaluations score
What Will You Learn?
Learners will develop end-to-end AI and Machine Learning expertise, progressing from Python programming and data analysis to deep learning, generative AI, and production deployment. The programme emphasises practical implementation through real-world projects, modern AI frameworks, and industry-standard development workflows.
Toolkit
Course Details
Duration
8 Months
Course Mode
Online
Certification
from Vishlesan i-Hub IIT Patna
- • Master Python programming and professional version control workflows using Git and GitHub.
- • Build complex database queries using SQL to extract insight from relational systems.
- • Cleanse and reshape unreliable raw data into trusted analytical datasets using NumPy and Pandas.
- • Create persuasive visual narratives and statistical dashboards using Matplotlib and Seaborn.
- • Develop the probability and mathematical intuition underpinning every machine learning model.
- • Build regression and classification models that forecast genuine business outcomes.
- • Master model evaluation, selecting metrics aligned to real commercial cost.
- • Implement ensemble methods including Random Forests and Boosting.
- • Discover latent customer segments and detect anomalies without labelled training data.
- • Architect leak-free pipelines with cross-validation and systematic hyperparameter tuning.
- • Design and train neural networks from single neuron to deep architectures.
- • Deploy transfer learning to achieve production-grade image classification with minimal data.
- • Transform unstructured text into semantic embeddings for classification and sequence forecasting.
- • Master the attention mechanism and Transformer architecture powering every modern AI system.
- • Implement object detection with YOLO and image generation using GANs and Diffusion models.
- • Decode LLM internals: tokenisation, attention and reinforcement learning from human feedback.
- • Implement advanced prompt engineering strategies producing reliable, structured enterprise output.
- • Architect Retrieval-Augmented Generation pipelines grounded in proprietary organisational knowledge.
- • Fine-tune foundation models efficiently using LoRA and parameter-efficient adaptation techniques.
- • Design autonomous AI agents that reason, select tools and execute multi-step tasks using LangChain.
- • Expose trained models as production-grade REST APIs consumable by any application.
- • Deploy containerised AI services to the cloud with secure credentials and rollback management.
- • Implement structured logging, monitoring and alerting across live inference systems.
- • Mitigate production-specific AI failures: hallucination, model drift and runaway inference cost.
- • Deliver portfolio-grade capstone projects that solve authentic industry problems end to end.
Projects
Product-Image Classifier (CNN)
Flipkart’s catalog team wants to auto-categorise product images into Apparel, Electronics, and Home. You train a small CNN on a public Indian e-commerce image dataset using free Colab GPU, push validation accuracy past 85%, and produce a confusion-matrix breakdown that names exactly which category pairs the model still fumbles — and why.
DECISION OUTPUT
Trained classifier with documented confusion patterns the catalog team can route to manual review.
Customer-Churn Predictor & API
Build a churn-prediction model for a D2C customer dataset. Engineer RFM features (recency, frequency, monetary), train a gradient-boosting classifier, deploy as a FastAPI endpoint, and write the model card — including the ethical considerations around retention targeting that any real product team will probe in your interview.
DECISION OUTPUT
A deployable churn predictor with a documented model card you can defend to a hiring panel.
Please note: Due to the evolving nature of industry expectations and partner institute feedback, some syllabus aspects may change. Any updates will be communicated during the Inauguration Session(s) or at the start of the relevant module. The project deliverables or case studies for your batch may differ, as per the decision of the Institute or Course Faculty.
Meet Our Instructor Team
*Note: Instructors teaching your batch may change based on specific module expertise, or circumstances such as personal emergencies, unavailability etc.
Admission Process
Submit Application
Complete application form to showcase your motivation and goal
Complete Selection and Enrolment Session
Only shortlisted users can go through this session
Start Learning
Learn from India's top educators and stand out from the crowd
Submit Application
Complete application form to showcase your motivation and goal
Complete Selection and Enrolment Session
Only shortlisted users can go through this session
Start Learning
Learn from India's top educators and stand out from the crowd
Fee structure
Application Fee
Non-refundable.
Registration Fee
₹4,000
Program Fee
₹50,000
Total Fee
₹54,000
+Gst
Pay your Program Fee, your way
Upfront Payment
Pay once, save more.
₹59,720
EMI via NBFC Partners
Spread the cost over 9 months.
*Inclusive of GST
Program fee is refundable as per our Refund & Withdrawal PolicyOur NBFC Partners
Who Is This Course For?
Perfect for aspiring entrepreneurs, innovators, and future startup leaders – no prior experience required!
- Take your technical expertise to the next level by mastering AI and ML for impactful product development.
- Build AI-driven products like recommendation systems or predictive models to solve business challenges.
- Optimize product performance using Generative AI and Deep Learning techniques.
Impact
Evolve into a leader in the AI-first era and spearhead cutting-edge innovations in product development.
The future of AI & Machine Learning is here
Of companies will integrate AI and ML tools to optimize their decision-making processes, improving efficiency and business outcomes.
Source: AccentureOf enterprises say AI and ML are crucial for gaining competitive advantage in business and staying ahead in the market.
Source: Deloitte Insights""AI will be the most transformative technology of the 21st century. It will affect every industry and aspect of our lives.""
About Vishlesan i-Hub IIT Patna
Vishlesan i-Hub at IIT Patna is part of a national mission, advancing AI in speech, video, and text analytics for sectors like health, education, and security.
Premier Technical Institute
IIT Patna is one of India's top engineering institutes, known for its cutting-edge research and strong academic foundation.
Strong Industry & Research Ecosystem
With active collaborations, incubators, and innovation hubs, IIT Patna bridges academia and industry to drive real-world impact
How will Masai help you?
How will Masai help you?
Placement Assistance
Get access to interview opportunities and personalized career support. Eligibility: 7+ CGPA and 65% attendance in the program.
Real-Time Learning Ecosystem
Experience a constantly evolving curriculum with live classes and instant academic assistance, designed to keep pace with industry advancements.
Industry Integration and Projects
Participate in hands-on industry projects guided by expert mentors from IIT and top companies, ensuring practical and relevant skills development.
FAQs
Contact Us
Get started
Join the Program
Copyright © Nolan Edutech Private Limited. All rights reserved
Address :- Incubex HSR21, 5th Main Rd, Sector 6, HSR Layout, Bengaluru, Karnataka 560102.