Convolutional Neural Networks in TensorFlow
Completed by Esat Kutbay
January 26, 2025
16 hours (approximately)
Esat Kutbay'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: Applied Machine Learning
- Category: Transfer Learning
- Category: Keras (Neural Network Library)
- Category: Model Optimization
- Category: Convolutional Neural Networks
- Category: Image Analysis
- Category: Model Training
- Category: Fine-tuning
- Category: Data Preprocessing
- Category: Model Evaluation
- Category: Deep Learning
- Category: Classification Algorithms
