IntelliLearn: International Workshop on Machine Learning & Intelligence

Decode the Future with Intelligence: Learn, Apply, Innovate!

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MODE
Virtual / Online

TYPE
Mentor Based

LEVEL
Moderate

DURATION
4 Days

START DATE
22 -May -2025

TIME
5 PM IST

About

IntelliLearn is a cutting-edge international workshop crafted to introduce and deepen understanding of Machine Learning (ML) and Intelligence systems. This program is curated for learners, researchers, and professionals aiming to harness the power of data and algorithms to solve real-world challenges. Through expert-led sessions, hands-on projects, and collaborative discussions, participants will explore supervised and unsupervised learning, neural networks, deep learning architectures, natural language processing, and ethical AI deployment.

Aim

To empower participants with foundational and advanced concepts in Machine Learning and Artificial Intelligence, fostering real-world application skills and preparing them for dynamic roles in intelligent systems and data-driven industries.

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Workshop Objectives

Introduce core ML and AI principles
Enable learners to build predictive and classification models
Understand the ethical considerations in intelligent system design
Familiarize participants with current trends and industry practices
Motivate interdisciplinary research and innovation

Workshop Structure

Day 1 – Foundations of Modern Machine Learning
● Evolution of Machine Learning: Classical to Intelligent Systems
● Supervised, Unsupervised & Self-Supervised Learning Techniques
● Structuring ML Pipelines: Data Preprocessing to Model Deployment
● Hands-On: Training your first ML model using scikit-learn on real-world data

Day 2 – Deep Learning & Transfer Learning in Action
● Understanding CNNs, RNNs, Transformers – Architectures that Matter
● Leveraging Transfer Learning with Pretrained Models (ResNet, BERT)
● Best Practices for Fine-Tuning and Customization
● Hands-On: Fine-tuning a transformer model for text classification using Hugging Face

Day 3 – ML Ethics, Interpretability & Applications
● Responsible AI: Fairness, Bias Mitigation, and Compliance
● Interpreting ML Decisions: SHAP, LIME, and XAI Tools
● Industry Use Cases: Healthcare, Finance, Smart Cities

● Hands-On: Interpreting model predictions using SHAP on a sensitive dataset

Day 4 – Future Frontiers & Intelligent Systems Integration
● Federated Learning, TinyML & Edge AI – Innovations in Deployment
● AI + IoT + Cloud: Building Scalable Intelligent Systems
● Research Horizons: Quantum ML, Automated ML (AutoML)
● Hands-On: Deploying a federated learning simulation using Flower framework

Intended For

Students (UG/PG/PhD) from Science, Engineering, Data Science, IT, and related disciplines
Academicians and researchers
Industry professionals exploring ML and AI
Startups and entrepreneurs in tech domains

Important Dates

Registration Ends

2025-05-22
Indian Standard Timing 3:00 PM

Workshop Dates

2025-05-22 to 2025-05-25
Indian Standard Timing 5 PM

Workshop Outcomes

Develop a robust understanding of ML workflows
Hands-on exposure to tools like Python, scikit-learn, TensorFlow
Create and evaluate basic ML models
Learn to apply AI in real-world domains
Receive internationally recognized certification
Build a network with peers and mentors across the globe

Mentor Profile

Rajnish Tandon

Bodhi Nexus (Founder)

Student

INR. 1999
USD. 50

Ph.D. Scholar / Researcher

INR. 2499
USD. 55

Academician / Faculty

INR. 2999
USD. 60

Industry Professional

INR. 4999
USD. 87

We are excited to announce that we now accept payments in over 20 global currencies, in addition to USD. Check out our list to see if your preferred currency is supported. Enjoy the convenience and flexibility of paying in your local currency!
List of Currencies