🧠 TensorFlow Flashcards
💡 What is TensorFlow?
An open-source end-to-end machine learning platform developed by Google for building and deploying ML models.
🧱 What is a Tensor?
A multi-dimensional array used as the basic data structure in TensorFlow.
📦 What is tf.data API?
A high-performance input pipeline for data loading and transformation in TensorFlow workflows.
🎯 What is Keras?
Keras is a high-level API built on top of TensorFlow that simplifies the process of building neural networks.
⚙️ What are layers in Keras?
Layers are the building blocks of neural networks used to transform input data in specific ways.
🧪 What is Model.compile()?
This method configures the model with loss function, optimizer, and evaluation metrics before training.
📊 What is Model.fit()?
Used to train the model for a fixed number of epochs using training data.
🔁 What is an Epoch?
One complete pass through the entire training dataset during the training process.
🌐 Can TensorFlow be used for production?
Yes! TensorFlow supports scalable production deployment using TensorFlow Serving, TF Lite, and TF.js.
🧩 Is TensorFlow open-source?
Yes, TensorFlow is open-source under the Apache 2.0 license and has a large contributing community.