Author: Ketan Doshi
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The complexities of model deployment, and integrating the application/data pipeline. What the Data Engineer, ML…
13 min read -
A Gentle Guide to the lifecycle of a Machine Learning project in the Enterprise, the…
11 min read -
A Gentle Guide to how the Attention Score calculations capture relationships between words in a…
12 min read -
HANDS-ON TUTORIALS, INTUITIVE DEEP LEARNING SERIES Batch Norm Explained Visually – Why does it work?…
9 min read -
Differential and Adaptive Learning Rates - Neural Network Optimizers and Schedulers demystified
Data ScienceHands-on Tutorials, INTUITIVE DEEP LEARNING SERIES Differential and Adaptive Learning Rates – Neural Network Optimizers…
9 min read -
A Gentle Guide to an all-important Deep Learning layer, in Plain English
10 min read -
A Gentle Guide to two essential metrics (Bleu Score and Word Error Rate) for NLP…
11 min read -
An end-to-end example using Encoder-Decoder with Attention in Keras and Tensorflow 2.0, in Plain English
12 min read -
A Gentle Guide to Image Feature Encoders, Sequence Decoders, Attention, and Multi-modal Architectures, in Plain…
10 min read