Agasti Kishor DukareinTowards Data Science8 Common Pitfalls In Neural Network Training & Workarounds For ThemIn this article, we will see the problems like local optima, oscillations & badly conditioned curvature that may arise while training a…Mar 5, 2021Mar 5, 2021
Agasti Kishor DukareinThe Code Monster“How Bias-Variance, Model Complexity & Underfitting-Overfitting are related?”In this article, I’ll explain how Prediction Errors are related to ML model complexity and thus contribute to model performance in the…Jan 18, 2021Jan 18, 2021
Agasti Kishor DukareinTowards Data ScienceNLP Classification with Universal Language Model Fine-tuning (ULMFiT)In this article, we will see how to build an NLP Classification model using ULMFiT which outperforms previous approaches to Text…Aug 9, 20202Aug 9, 20202
Agasti Kishor DukareinTowards Data ScienceAutomate the Machine Learning Model Implementation with Sklearn PipelineIn this tutorial, we will see how to speed up the model implementation step in Machine Learning algorithm development.May 18, 2020May 18, 2020
Agasti Kishor DukareinTowards Data ScienceCreating Adversarial Examples for Neural Networks with JAXIn this tutorial, we will see how to create Adversarial Examples that fool neural networks using JAX.Apr 1, 20201Apr 1, 20201
Agasti Kishor DukareinTowards Data ScienceData Cleaning for NLP of Social Media Text in 2 Simple Steps.In this article, we will leverage Twitter data to demonstrate how to perform Data Cleaning using Regex and NLTK.Feb 10, 20201Feb 10, 20201
Agasti Kishor DukareinTowards Data ScienceThe 2-Step Guide to Upload Images in Google Colab!In this short tutorial, we’ll learn how to upload to Google Colaboratory from your disk.Jan 27, 202012Jan 27, 202012
Agasti Kishor DukareinTowards Data ScienceUnderstanding Anomaly Detection in Python using Gaussian Mixture Model.Hello everyone! Today we will learn what is anomaly detection & how do we implement it with Gaussian Model with an example.Jan 4, 20206Jan 4, 20206
