#2articles1week

Articles tagged with #2articles1week

#117 Machine Learning & Data Science Challenge 117
What are the benefits of TensorFlow over other libraries? The following benefits are: • Scalability • Visualisation of Data • Debugging facility • Pipelining
Feb 18, 20231 min read11
#116 Machine Learning & Data Science Challenge 116
What is the difference between CNN and RNN? CNN (Convolutional Neural Network): • Best suited for spatial data like images. • CNN is powerful compared to RNN. • This network takes a fixed type of inputs and outputs. • These are ideal for video and im...
Feb 17, 20231 min read4
#115 Machine Learning & Data Science Challenge 115
What is a Pooling Layer? It is generally used in reducing the spatial dimensions and not depth, on a convolutional neural network model.
Feb 17, 20231 min read3
#114 Machine Learning & Data Science Challenge 114
What is Keras? It is an Open Source Neural Network library written in Python that runs on top of Theano or TensorFlow. It is designed to be modular, fast, and easy to use. It was developed by François Chollet, a Google engineer
Feb 16, 20231 min read6
#113 Machine Learning & Data Science Challenge 113
What are the very important steps of Tensorflow architecture? There are three main steps in the Tensorflow architecture are: • Pre-process the Data • Build a Model • Train and estimate the model
Feb 16, 20231 min read12
#112 Machine Learning & Data Science Challenge 112
What are the use cases of TensorFlow? TensorFlow is an important tool of deep learning, it has mainly five use cases, and they are: • Time Series • Image recognition • Sound Recognition • Video detection • Text-based Applications
Feb 15, 20231 min read5