Advanced AINeural Networks
Deep Learning
Dive into modern artificial neural networks (ANNs), Convolutional Neural Networks (CNNs) for computer vision, and Recurrent Neural Networks (RNNs/LSTMs) using PyTorch and TensorFlow.
3 Months
Intermediate
4.91 Rating
Offer Fee: PKR 15,000
Course Curriculum Modules
Module 1
Artificial Neural Networks (ANN)
- Perceptrons & Backpropagation
- Activation Functions
- PyTorch Framework Fundamentals
Module 2
Computer Vision with CNNs
- Image Convolution & Pooling
- Object Detection (YOLO)
- Transfer Learning (ResNet)
Module 3
Sequence Models & Transformers
- RNNs & LSTMs for Time-Series
- Intro to Self-Attention
- Deep Learning Model Optimization
Prerequisites
- Python & Basic Machine Learning concepts
Masterclass Instructor
Dr. Alexander Wright
Head of Machine Learning at AJ Technologies
Pioneer in neural network optimization and computer vision algorithms.
What's Included
- PyTorch & TensorFlow Projects
- Computer Vision Capstone Build
- Certificate of Completion
- GPU Sandbox Access
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