Deep Learning Training in Madurai
Expert-led training with live projects & 100% placement support at Kalvi Institute Simmakkal
Quick answer: Go beyond traditional ML into neural networks, CNNs, RNNs and Transformers using TensorFlow/Keras — for learners who want to specialize in computer vision, NLP or advanced AI systems.
Last updated: 5 July 2026
Course Overview
Go beyond traditional ML into neural networks, CNNs, RNNs and Transformers using TensorFlow/Keras — for learners who want to specialize in computer vision, NLP or advanced AI systems.
Course Syllabus
Neural Network Foundations
- ✅ Perceptrons & Activation Functions
- ✅ Backpropagation & Gradient Descent
- ✅ TensorFlow/Keras Basics
- ✅ Building Your First Neural Network
Computer Vision
- ✅ Convolutional Neural Networks (CNNs)
- ✅ Image Classification Projects
- ✅ Transfer Learning
- ✅ Data Augmentation
Sequence Models & NLP
- ✅ RNNs & LSTMs
- ✅ Word Embeddings
- ✅ Intro to Transformers & Attention
- ✅ Text Classification Project
Advanced Topics & Capstone
- ✅ Model Optimization & Regularization
- ✅ GPU Training Basics
- ✅ Deployment of DL Models
- ✅ Capstone Deep Learning Project
What You'll Learn
- 🚀 Design and train neural networks with TensorFlow/Keras
- 🚀 Build CNN-based image classification models
- 🚀 Work with RNNs/LSTMs and basic Transformer concepts
- 🚀 Complete an end-to-end deep learning capstone project
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Frequently Asked Questions
Who should join the Deep Learning course?
Prior exposure to Python and basic Machine Learning concepts is recommended.
What is the eligibility for the Deep Learning course?
Prior exposure to Python and basic Machine Learning concepts is recommended.
What is the duration of the Deep Learning course?
The Deep Learning course duration is 4 Months, covering both theory and hands-on practice.
What is the fee for the Deep Learning course in Madurai?
Contact us for current fee structure and EMI options
Is the Deep Learning certificate recognized by companies?
Yes. The Deep Learning certificate from Kalvi Institute Simmakkal is industry-recognized, and we also help students prepare for relevant global certifications (AWS, Google, Microsoft) where applicable to the course.
Does Kalvi Institute Simmakkal provide placement assistance for Deep Learning?
Yes, every Deep Learning student receives 100% placement assistance — resume building, mock interviews, and access to our 200+ hiring partner network including TCS, Infosys, Wipro, Zoho, HCL and Cognizant.
What salary can I expect after completing Deep Learning?
Starting salaries after Deep Learning vary with role, employer and the candidate's project experience, generally ranging from entry-level to mid-level packages in Madurai/Tamil Nadu's IT and services market. See our Salary Guide for role-wise ranges.
What career path is available after learning Deep Learning?
Deep Learning opens roles typically found under Gen AI & Machine Learning — from junior/associate positions right after training to senior and specialist roles with 2–3 years of project experience. Our Career Guide covers typical progression paths.
Is Deep Learning available online or only offline in Madurai?
Deep Learning is available in both online and offline (classroom, Simmakkal campus) formats, with morning, regular, evening and night batch timings so working professionals and students can both attend.
What do students commonly ask before joining Deep Learning?
Most students ask about batch timings, live-project exposure, and whether the course is beginner-friendly. Deep Learning includes live-project training, flexible batches, and starts from the basics — a free demo class is the easiest way to get these answered in person.
Students Near You Are Already Learning Deep Learning
We regularly train students in Deep Learning from across Madurai, including:
Our Students Get Hired At
Deep Learning graduates from Kalvi Institute Simmakkal have gone on to work at companies including: