presents
All India Common Entrance Test 2025
Test Date
2nd Nov, 2025
Mode of exam
Online
Available from
10 AM - 10 PM
Admissions open in these programs
Vishlesan i-Hub, IIT Patna
Artificial Intelligence & Machine Learning
i-HUB DivyaSampark, IIT Roorkee
Agentic Systems & Design
IIM Sirmaur
Essentials of Data, GenAI & Execution
Certification in
Artificial Intelligence and
Machine Learning
Certification in
Artificial Intelligence and
Machine Learning
- Learn from IIT faculty and industry mentors
- 12+ industry tools like Python, Numpy, Pandas, Jupyter
- Multiple Hands-On Al projects, 1 Capstone Project
Foundation Starts
February 04, 2026
Course Duration
9 Months
Time Commitment
8-10 Hours/week
Eligibility
12th Pass and Above
Learning Mode
Online
Foundation Starts
February 04, 2026
Course Duration
9 Months
Time Commitment
8-10 Hours/week
Eligibility
12th Pass and Above
Learning Mode
Online
2.4K+ students have already registered
What Will You Learn?
Begin your AI/ML journey with a beginner-friendly, industry-aligned curriculum from Vishlesan i-Hub, IIT Patna. Covering everything from Python basics to advanced topics like deep learning and generative AI, the program builds real-world skills through hands-on projects and expert-led learning.
Toolkit
Course Details
Duration
9 Months
Course Mode
Online
Certification
From Vishlesan i-Hub IIT Patna
Module-1: AIM101 – Introduction to AI and ML for Beginners
- Fundamentals of Computing and Python Basics : Introduction to programming concepts, setting up a development environment (e.g., Jupyter Notebooks).
- Essential Mathematics for AI/ML : Basic linear algebra, calculus, probability, and statistics.
- Data Representation and Visualization : Using Pandas for data manipulation and Matplotlib for data visualization.
- Core AI Concepts and History : Defining AI, early developments, key breakthroughs in AI and ML.
- Introduction to Machine Learning : Understanding AI vs. ML, supervised vs. unsupervised learning, basic Python examples.
- Data Collection and Cleaning : Techniques for gathering and cleaning data for analysis.
Module-2: AIM201 – Core Machine Learning Techniques and Practices
- Exploratory Data Analysis (EDA) : Summarizing data, identifying patterns, and performing basic statistical tests.
- Basic Regression and Classification : Understanding and implementing linear regression and nearest neighbor classification.
- Evaluation Metrics and Model Validation : Applying train/test split, accuracy, RMSE, and cross-validation.
- Intro to Ethical AI : Addressing bias in data and responsible AI usage.
- Case Studies : Real-world applications of AI in healthcare, finance, and education.
- Recap of Machine Learning Workflow : Data preprocessing, feature engineering, model training, and evaluation.
- Regression Techniques : Multiple linear regression, polynomial regression, and regularization.
- Classification Algorithms : Logistic regression, decision trees, and ensemble methods.
- Advanced Unsupervised Learning : Clustering, dimensionality reduction, and anomaly detection.
- Neural Network Fundamentals : Perceptrons, activation functions, feed-forward networks, and backpropagation.
- Model Evaluation and Metrics : Precision, recall, F1-score, confusion matrix, and AUC-ROC.
- Techniques for Overcoming Overfitting : Regularization, dropout, data augmentation, and early stopping.
- Hyperparameter Tuning : Grid search, random search, and Bayesian optimization.
- Practical ML Pipeline Development : Building end-to-end ML pipelines and MLOps basics.
Module-3: AIM301 – Advanced AI: Deep Learning, NLP, and Emerging Trends
- Deep Learning Architectures : Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and sequence models.
- Advanced Neural Network Topics : Batch normalization, residual networks, and transfer learning techniques.
- Natural Language Processing (NLP) : Text preprocessing, word embeddings, and sequence-to-sequence models.
- Transformers and Language Models : BERT, GPT, attention mechanisms, and fine-tuning for tasks like text classification and summarization.
- Computer Vision Beyond Basics : Object detection, image segmentation, and pretrained models.
- Reinforcement Learning Foundations : Markov Decision Processes (MDPs), Q-learning, and policy gradients.
- Generative Models : GANs, autoencoders, and their applications in AI.
- Large-Scale Data Processing and Deployment : Distributed computing, cloud-based AI platforms, and Docker containerization.
- AutoML and Advanced Hyperparameter Tuning : Automated feature engineering and advanced search strategies.
- Frontiers of AI and Research Directions : Ethical AI, fairness in large models, AI governance, and current AI research trends.
- Capstone Project : Integration of multiple advanced AI techniques to develop a robust AI solution.
Please Note :- "Due to the evolving nature of the 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"
Our Instructors & Industry Mentors
Fee Structure
Qualifier Test Fee
(non-refundable)
Option 1
Upfront
Option 2
EMI
(Through Our NBFC Partners)
Secure Seat Fee
(non-refundable)
₹4,000
₹4,000
Program Fee
(non-refundable)
₹51,085
₹6,528 x 9 months
Total
₹55,085
₹62,752
** GST at 18% extra, as applicable
Why choose this Program?
Learn Like an IITian, Excel Like a Global Leader
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 Opportunities
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
About Vishlesan i-Hub, IIT Patna
- National Innovation Hub: 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.
Admission Process
Clear Qualifier Test
Clear the qualifier test to be eligible for the program
Complete Counselling
Only shortlisted candidates go through the counselling process
Start Learning
Learn from India's top educators and stand out from the crowd.
Qualifier test details
To join this program, you must clear the qualifier test on your allotted date.
Topics Covered
- • Quantitative Aptitude
- • Logical Reasoning
- • Data Interpretation
- • Verbal Ability
Registration Process
- • Pay ₹99 and choose your slot
- • Unlock free mock test and practice before your final exam
Things to Remember
- • The duration of the test is 60 minutes.
- • You can take the test only once at your allotted time & slot
- • The test must be taken on a desktop or laptop. Supported browsers (latest versions only): Google Chrome, Safari, Microsoft Edge, and Firefox.
