Artificial Intelligence
Advanced
Online
Deep Learning & Computer Vision
Advanced deep learning with PyTorch and TensorFlow. Build CNNs, object detection models, and image segmentation systems. Apply computer vision to real-world problems.
12 weeks
3 lessons
2 enrolled
0★ (0 reviews)
What You Will Learn
- Build Convolutional Neural Networks
- Implement object detection (YOLO, SSD)
- Image segmentation with U-Net
- Transfer learning with pre-trained models
- Deploy CV models to production
Requirements
- Python programming proficiency
- Basic machine learning knowledge
- Linear algebra and calculus fundamentals
- GPU access recommended
Syllabus
Week 1-2: Deep Learning Fundamentals Week 3-4: CNNs & Image Classification Week 5-6: Object Detection Week 7-8: Semantic Segmentation Week 9-10: GANs & Generative Models Week 11-12: Capstone CV Project
1.
Deep Learning Fundamentals
Free Preview
45 min
2.
PyTorch Basics
50 min
3.
Convolutional Neural Networks
60 min
Sarah Chen
AI/ML researcher with PhD in Computer Science. Specializes in deep learning, NLP, and computer vision applications.
2 Courses
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