Advanced AI: Computer Vision & Reinforcement Learning
Deep dive into CNNs, image processing, and reinforcement learning
- 40+ hours (4 hrs/week)
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Coders, researchers, advanced ML practitioners
₹1,60,000
Course Fee
10-12 weeks
Duration
6
Modules
Live
Instructor-Led
What You’ll Be Able to Do
- Build CNN architectures from scratch
- Implement object detection and segmentation
- Train custom PyTorch models end-to-end
- Apply reinforcement learning to real problems
- Design autonomous agent systems
Course Highlights
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CNN architectures: LeNet, VGG, ResNet
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Custom PyTorch training pipelines
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Q-Learning & Deep Q Networks
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Modular purchase: ₹30,000/module
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Research-oriented approach
Detailed Syllabus
Module 1: AI & Deep Learning Foundations
- Modern AI applications
- Deep learning workflows
- GPU computing basics
- Framework comparisons
Module 2: Neural Network Architectures
- Network design principles
- Backpropagation deep dive
- Optimization techniques
- Architecture search
Module 3: Computer Vision & Image Processing
- Image transformations
- Feature extraction
- Object detection
- Image segmentation
Module 4: Convolutional Neural Networks (CNNs)
- CNN architecture evolution
- LeNet, VGG, ResNet
- Transfer learning
- Training from scratch
Module 5: End-to-End Custom Training (PyTorch)
- Dataset creation
- Custom data loaders
- Data augmentation
- Model training & evaluation
Module 6: Reinforcement Learning Basics
- Markov Decision Processes
- Q-Learning fundamentals
- Deep Q Networks (DQN)
- RL in automation & robotics
Tools & Technologies
PyTorch
OpenCV
TensorFlow
CUDA
Weights & Biases
Jupyter
GitHub
Capstone Project
Advanced CV or RL Project
Choose between a computer vision project (custom object detector) or reinforcement learning project (game-playing agent or robotics simulation).
Frequently Asked Questions
Yes! Each module is available separately at ₹30,000. Great if you want to specialize in CV or RL only.
What level of math is required?
Strong linear algebra and calculus understanding is helpful. We provide refresher materials.
Is this suitable for research purposes?
Yes, the content depth is appropriate for those interested in research or advanced development roles.
Enroll Now
₹1,60,000
EMI options available
What’s Included
- Live instructor-led sessions
- Advanced hands-on labs
- LMS access with lifetime materials
- Capstone project with feedback
- Certificate of completion
- Option to purchase modules separately
Interview Preparation
All learners get priority access to mock interviews and career support.