Convolutional Neural Networks in TensorFlow
Completed by Paula Livingstone
October 7, 2024
16 hours (approximately)
Paula Livingstone's account is verified. Coursera certifies their successful completion of Convolutional Neural Networks in TensorFlow
What you will learn
Handle real-world image data
Plot loss and accuracy
Explore strategies to prevent overfitting, including augmentation and dropout
Learn transfer learning and how learned features can be extracted from models
Skills you will gain
- Category: Model Optimization
- Category: Fine-tuning
- Category: Data Preprocessing
- Category: Classification Algorithms
- Category: Computer Vision
- Category: Keras (Neural Network Library)
- Category: Image Analysis
- Category: Transfer Learning
- Category: Applied Machine Learning
- Category: Model Evaluation
- Category: Convolutional Neural Networks
- Category: Deep Learning
