Deep Learning: Convolutional Neural Networks with TensorFlow
Completed by Prabhav Carimandalam
February 14, 2025
5 hours (approximately)
Prabhav Carimandalam's account is verified. Coursera certifies their successful completion of Deep Learning: Convolutional Neural Networks with TensorFlow
What you will learn
Understand the foundational concepts of Convolutional Neural Networks (CNNs) and their architecture
Apply CNN models to real-world image and text classification tasks using TensorFlow
Analyze the performance of CNNs and optimize them with techniques like data augmentation and batch normalization
Evaluate the effectiveness of transfer learning using pre-trained models on new datasets
Skills you will gain
- Category: Image Analysis
- Category: Artificial Neural Networks
- Category: Computer Vision
- Category: Model Optimization
- Category: Transfer Learning
- Category: Natural Language Processing
- Category: Model Training
- Category: Embeddings
- Category: Deep Learning
- Category: Fine-tuning
- Category: Keras (Neural Network Library)
- Category: Data Preprocessing
