--- title: "Neural Networks Course | Learn & Build Neural Networks in Python" description: "Neural networks course — understand neurons, layers, weights and backpropagation, then build your own neural network in Python. Live, hands-on, small batches. The heart of deep learning, made clear. Free demo." canonical: /neural-networks-course keywords: ["neural networks course", "learn neural networks", "neural network python", "deep learning neural networks", "backpropagation course", "build a neural network", "artificial neural networks", "neural net training", "perceptron course", "ann course"] source: src/pages/neural-networks-course.html --- > Neural networks course — understand neurons, layers, weights and backpropagation, then build your own neural network in Python. Live, hands-on, small batches. The heart of deep learning, made clear. Free demo. Neural Networks • **the engine of deep learning** # 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. Book a Free DemoSee the Roadmap**layers**Built from neurons**5–8**Students per batch**backprop**How they learn**Live**Mentor-led ## 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. Start Today ## Book Your Free Neural Networks Demo Tell us your goal and we'll arrange a free, no-obligation demo with a mentor. No payment required to try. Prefer to talk now? Reach us directly: [Call: 9123366161](tel:+919123366161)[WhatsApp Us](https://wa.me/919123366161?text=Hi, I'm interested in the Neural Networks Course) 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. STAGE 01 ### The Neuron Weights, bias, activation — the tiny unit everything is built from. STAGE 02 ### The Network Layers, forward propagation and how depth creates power. STAGE 03 ### Learning Loss, backpropagation and gradient descent — how it actually trains. STAGE 04 ### Build It Code, train and evaluate your own neural network in Python. What's Next ## Go Deeper Where neural networks lead next. [Deep LearningNeural nets in depth](/deep-learning-course)[TensorFlow & PyTorchDL frameworks](/deep-learning-with-tensorflow-and-pytorch)[How to Train ML ModelsThe training process](/how-to-train-machine-learning-models)[Computer VisionAI that sees](/computer-vision-course)[NLP CourseLanguage & text AI](/natural-language-processing-course)[Large Language ModelsGPT-style models](/large-language-models-course)[Python for MLscikit-learn coding](/python-for-machine-learning)[Best AI & ML CourseThe full course hub](/best-ai-and-machine-learning-course-in-india) 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](/deep-learning-course), [computer vision](/computer-vision-course) and [large language models](/large-language-models-course) 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 ₹1,499per month · 2 classes/week - 5–8 learners per batch - Live network-building - Recorded class access - Completion certificate Start Free DemoMost Popular ### Mini Batch ₹2,499per month · 2 classes/week - Only 3–4 learners per batch - More personal mentoring - Recorded class access - Project guidance & certificate Start Free Demo ### 1-on-1 Personal ₹4,999per month · fully personalised - Dedicated personal mentor - Custom pace & schedule - Recorded class access - Priority project & career prep Start Free Demo Learner Voices ## What Learners Say ★★★★★ "Backpropagation finally makes sense — I built a network from near-scratch and watched it learn. Incredible feeling." Rohan M.College student★★★★★ "The neuron-up approach is brilliant. Deep learning isn't intimidating anymore." Shruti K.Working professional★★★★★ "Best explanation of neural nets I've found anywhere, and I actually coded one." Imran S.Career switcher ## 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 Demo Good To Know ## Frequently Asked Questions What does the Neural Networks Course cover?+ 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. Who is this course for?+ 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. Do I need prior experience to join?+ 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. Will I work on real, hands-on projects?+ 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. How much does the course cost?+ 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. Are the classes live and mentor-led?+ 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. --- *Canonical: https://learn.modernagecoders.com/neural-networks-course*