Saket Munda

@5aket

Creating an escape from the real world

IndiaJoined July 2022

About

C# developer | Deep Learning | Immersive Tech

Also a problem solving human, who always try to find solutions by building softwares. I am not a coder, but a creator. Coding is just my tool of choice to build or problem solving softwares.

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Saket Munda's blogs

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SMSaket Munda5aket.hashnode.devJan 19, 2023 · 5 min read

Quick introduction to Loss Functions in Neural Network

Introduction Loss Functions in deep learning (or machine learning) problems play a very important role to determine how well is your model or algorithm doing in terms of predicting the expected outcome. The lesser the value of the loss function, the ...

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SMSaket Munda5aket.hashnode.devJan 9, 2023 · 5 min read

Fine Tune neural network models using TensorFlow

What is Fine-Tuning According to wikipedia 😅, "fine-tuning is the process in which parameters of a model must be adjusted very precisely to fit with certain observations." I'm not sure if the above two lines were able to define fine-tuning properly,...

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SMSaket Munda5aket.hashnode.devDec 31, 2022 · 7 min read

Build Comp Vis Human Classifier on Unsplash Lite Dataset

Introduction All the machine learning problems can be solved by creating neural network problems from scratch using our custom data to fit, compile and build and then further improve our network by adding more layers, adjusting the number of neurons,...

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SMSaket Munda5aket.hashnode.devDec 17, 2022 · 7 min read

Linearity and Non-Linearity in Data

Introduction In a machine learning classification (or regression) problem, when we start observing our data as a novice, excited about what it would be like when we finally fit our model with training and validation data but in reality when we fit it...

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SMSaket Munda5aket.hashnode.devNov 8, 2022 · 13 min read

Determine handwritten digits using Neural Network

Introduction Finally, as the Prince was promised, this blog was also promised tons of weeks back and here it is. Part 2 : End-to-End Implementation using TensorFlow for determining handwritten digits. Previously on Part 1: The Concept, we have looked...

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Saket Munda

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Saket Munda's blogs

Recently published

Quick introduction to Loss Functions in Neural Network

Fine Tune neural network models using TensorFlow

Build Comp Vis Human Classifier on Unsplash Lite Dataset

Linearity and Non-Linearity in Data

Determine handwritten digits using Neural Network

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Saket Munda

About

Available for

Saket Munda's blogs

Recently published

Quick introduction to Loss Functions in Neural Network

Fine Tune neural network models using TensorFlow

Build Comp Vis Human Classifier on Unsplash Lite Dataset

Linearity and Non-Linearity in Data

Determine handwritten digits using Neural Network