Neural Networks Course
Neural networks power modern AI — and they're more understandable than they look. Learn how neurons, layers, weights and backpropagation work, then build and train your own network in Python. The heart of deep learning, taught clearly and hands-on, live with a mentor.
Quick answer
Modern Age Coders' Neural Networks Course teaches how neural networks work and has you build one yourself. You'll understand neurons, weights, activation functions, layers and forward propagation, then how networks learn through backpropagation and gradient descent — and you'll build, train and evaluate your own network in Python. Classes are live in small batches of 5–8 with a mentor, group plans start at ₹1,499/month, and a free demo comes first.
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What You'll Learn
Inside a Neural Network
From a single neuron to a trained network — clear ideas plus real code.
Neurons & Layers
What a neuron computes, how weights and activations combine, and how stacking layers lets a network learn complex patterns.
Backpropagation
The learning algorithm at AI's core — how error flows backward to update every weight, explained so it finally makes sense.
Build & Train One
Construct a neural network in Python, train it on real data, and watch its accuracy climb as it learns.
The Roadmap
The Neural Network Roadmap
Four stages from one neuron to a working network.
The Neuron
Weights, bias, activation — the tiny unit everything is built from.
The Network
Layers, forward propagation and how depth creates power.
Learning
Loss, backpropagation and gradient descent — how it actually trains.
Build It
Code, train and evaluate your own neural network in Python.
What's Next
Go Deeper
Where neural networks lead next.
Why This Course
Why Neural Networks Are Worth Understanding Deeply
Every headline AI system — image recognition, ChatGPT, self-driving — runs on neural networks. Understanding them isn't optional if you're serious about AI, and they're far more approachable than the hype suggests when taught from the neuron up.
Intuition before equations
We build a mental picture of what each part does before any heavy maths, so backpropagation becomes a sensible idea rather than a scary formula. Then you implement it and see it work.
The foundation for all deep learning
Master this and deep learning, computer vision and large language models all become learnable — they're neural networks scaled up and specialised.
Simple Pricing
Course Fees
Transparent monthly plans, no hidden charges. Start with a free demo.
Group Batch
- 5–8 learners per batch
- Live network-building
- Recorded class access
- Completion certificate
Mini Batch
- Only 3–4 learners per batch
- More personal mentoring
- Recorded class access
- Project guidance & certificate
1-on-1 Personal
- Dedicated personal mentor
- Custom pace & schedule
- Recorded class access
- Priority project & career prep
Learner Voices
What Learners Say
"Backpropagation finally makes sense — I built a network from near-scratch and watched it learn. Incredible feeling."
"The neuron-up approach is brilliant. Deep learning isn't intimidating anymore."
"Best explanation of neural nets I've found anywhere, and I actually coded one."
Understand the engine behind modern AI
Book a free demo and build a neural network with a mentor before you spend a rupee.
Book a Free DemoGood To Know
Frequently Asked Questions
It covers Neurons & Layers, Backpropagation, Build & Train One. Neural networks power modern AI — and they're more understandable than they look. Learn how neurons, layers, weights and backpropagation work, then build and train your own network in Python. The heart of deep learning, taught clearly and hands-on, live with a mentor.
It's designed for college students, working professionals and serious teens who want practical, job-ready AI and machine-learning skills. After the free demo we place you at the right level for your background.
No heavy prerequisites — we start from the right point for you and build up. Some Python helps for the more advanced topics, and if you're new we cover what you need. The free demo lets us assess your level first.
Yes. Every topic is hands-on in Python/Colab and you build real, mentor-reviewed work — not just theory — so you finish with practical skill and something to show.
Group classes start at ₹1,499 per month for 2 classes a week. A Mini Batch of 3–4 students is ₹2,499 per month, and 1-on-1 mentoring is ₹4,999 per month. A free demo class is available first.
Yes. Classes are live in small batches of 5–8 with a mentor who reviews your work, and every session is recorded so you can revise anytime. It's real-time teaching, not pre-recorded videos.