AI/ML Roadmap & Hands-On Workshop by GDG IIITN

We are thrilled to invite you to an exclusive AI/ML Roadmap & Hands-On Workshop hosted by GDG IIITN! Whether you’re just starting in AI or looking to expand your skill set, this session is designed to provide you with a comprehensive roadmap for navigating the world of AI/ML and a hands-on project to apply what you learn.

What to Expect:

Comprehensive AI/ML Roadmap

Kickstart your AI journey with a structured roadmap covering foundational concepts and advanced domains. From understanding Machine Learning fundamentals to diving into Deep Learning, Natural Language Processing (NLP), Computer Vision (CV), and Large Language Models (LLMs), gain clarity on each step of your AI journey.

Exploring Common and Advanced Use Cases

Discover how AI is transforming industries with both common and advanced applications. Learn how sectors like healthcare, finance, media, and e-commerce leverage AI to solve real-world problems—from customer analytics to predictive modeling and recommendation systems.

Hands-On Workshop: Customer Churn Prediction for a Streaming Service

Engage in a practical session where we tackle a real-world problem: Predicting Customer Churn for a streaming service. Using real customer data, build, train, and evaluate a machine learning model to predict customer behavior.

Model Training, Feature Engineering & Experimentation

Gain practical experience in feature engineering and model tuning. Experiment with different approaches to improve model performance and understand the impact of feature selection and engineering on prediction accuracy.

Pre-Workshop Preparation:

1.Log in to Google Colab

2.Bring your laptop to fully participate in the hands-on exercises.

Familiarity with Python, NumPy, and Pandas is helpful but not required.

Why Attend?

Whether you’re a student, developer, or AI enthusiast, this workshop is a unique opportunity to:

Understand key AI/ML domains and how they interconnect.

Gain insights into practical AI applications across various industries.

Develop a machine learning model for a real-world problem.

Learn feature engineering, model evaluation, and tuning techniques.

Build a portfolio project to showcase your skills to future employers.

This is your chance to kickstart or advance your AI journey alongside like-minded peers and experts in the field. Don’t miss out on this opportunity to explore the future of technology!

Event Details:

Date: 7th November

Time: 5:00 PM onwards

Location: Seminar Hall, IIITN Campus

Hosted by: GDG IIITN

Mark your calendars and get ready to dive into the world of AI and Machine Learning! 🚀