#hashnode

Articles tagged with #hashnode

#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
#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
#111 Machine Learning & Data Science Challenge 111
List a few limitations of Tensorflow. • Has the GPU memory conflicted with Theano if imported in the same scope? • It has dependencies with other libraries. • Requires prior knowledge of advanced calculus and linear algebra along with the pretty goo...
Feb 15, 20231 min read12
#108 Machine Learning & Data Science Challenge 108
What is TensorBoard? TensorBoard, a set of visualizing tools, is an easy solution to TensorFlow offered by the creators that lets you visualize the graphs, and plot quantitative metrics about the graph with additional data like images to pass through...
Feb 13, 20231 min read7
#107 Machine Learning & Data Science Challenge 107
What are Tensors? In mathematics, it is an algebraic object that describes the linear mapping from one set of algebraic objects to another. Objects that the tensors may map between include, but are not limited to the vectors, scalars, and recursivel...
Feb 12, 20231 min read7