🔥 Two Days Offline Workshop

Edufabrica Technical Workshop

in collaboration with

Shaurya, IIT Kharagpur

📅 21st – 22nd November 2026

Workshop Highlights

Duration

2 Days Intensive

10:00 AM - 5:00 PM

Format

Hands-on Practical

Interactive Sessions

Location

Shaurya, IIT Kharagpur Campus

Certificate

Hard Copy Certificate

Valid Globally

●workshop.config — 2 tracks loaded

AI & ML and Semiconductor hands-on.

A two-day technical workshop where you'll build with large language models and ship autonomous agents — taught by practitioners, not slide decks.

2-day intensive
Industry experts
Hands-on projects
GPU-accelerated
$run AI ML --track_
Advanced
track_01

AI & ML

01Basic Python, writing basic python codes, Intro AI, what is AI
02Difference between AI, ML, DL and NN, Application of AI
03Why Python, Frameoworks for solving any AI problems
04Algorithms, Linear Regression, Logistic Regression, Random Forest
05In-depth explanation of algorithms, mathematical intuition, and implementation
06Intro to Deep learning (DL), what is a perceptron, Layers in DL
07Problem-solving mechanisms in DL, Relationship between neural networks and the human brain
08Convolutional Neural Networks(CNN)
09The complete explanation of LetNet architecture
22 papers·12 modules
View syllabus
$run Semiconductor & Manufacturing --track_
Intermediate
track_02

Semiconductor & Manufacturing

01INTRODUCTION TO SEMICONDUCTORS
02SILICON WAFER PROCESSING AND MATERIAL PREPARATION
03CLEAN ROOM AND FABRICATION FACILITIES (FABS)
04ADVANCED WAFER PROCESSING TECHNIQUES
05INTRODUCTION TO VLSI (VERY LARGE SCALE INTEGRATION)
06SEMICONDUCTOR FABRICATION WORKFLOW
07VLSI DESIGN CONCEPTS AND SIMULATION
08EMERGING TRENDS IN SEMICONDUCTOR AND VLSI INDUSTRY
09CAREER PATHWAYS AND INDUSTRY ROLES
10INTERACTIVE QUIZ & DISCUSSION SESSION
19 papers·10 modules
View syllabus
$ diff --tracks
fieldtrack_01track_02
PrerequisiteDeep learningAlgorithm design
Research focusModel architectureEvolutionary computation
Primary outputContent generationOptimization & design
demand
seats_remaining: limited

Build the future with us

Join the next batch and work through both tracks end to end, with code you'll keep using after the workshop ends.

Workshop Benefits

Why Join This AI ML & Semiconductor Workshop?

Gain the skills, knowledge, and certification to excel in the rapidly evolving field of AI.

Expert-Led Training

Learn AI ML & Semiconductor concepts from experienced industry professionals.

Hands-on Software Learning

Gain practical experience using leading AI tools, frameworks, and platforms.

Nationally & Internationally Recognized Certification

Receive a hard copy certificate recognized across institutions and organizations in India and abroad.

Build AI Applications

Develop AI-powered chatbots, virtual assistants, and intelligent automation solutions.

Master AI Agents

Learn to design, deploy, and optimize autonomous AI agents for real-world tasks.

Real-World Projects

Work on industry-inspired projects to strengthen your practical AI skills.

Prompt Engineering Skills

Learn advanced prompting techniques to improve AI-generated outputs.

Career & Industry Insights

Explore career opportunities, emerging AI trends, and future applications of Agentic AI.

Networking Opportunities

Connect with AI enthusiasts, students, researchers, and industry experts.

Interactive Q&A Sessions

Get your questions answered directly by the trainers during live sessions.

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