PinnedNatasha SharmainHeartbeatImage Classification — A Practical Guide — Part 1An Introductory Guide to Basic Image Classification Concepts and ModelsJul 8, 2022Jul 8, 2022
PinnedNatasha SharmainHeartbeatData Pre-processing and Visualization for Machine Learning ModelsThe objective of data science projects is to make sense of data to people who are only interested in the insights of that data. There are…Jun 7, 20182Jun 7, 20182
PinnedNatasha SharmainTowards Data ScienceWays to Detect and Remove the OutliersWhile working on a Data Science project, what is it, that you look for? What is the most important part of the EDA phase? There are certain…May 22, 201831May 22, 201831
PinnedNatasha SharmainTowards Data Science5 Data Science Projects Every E-commerce Company Should DoThe data is increasing with every single click on the internet. In order to make sense of this huge data and use it for company’s benefits…Jul 10, 20182Jul 10, 20182
PinnedNatasha SharmainTowards Data ScienceImportance of Distance Metrics in Machine Learning ModellingA number of Machine Learning Algorithms - Supervised or Unsupervised, uses Distance Metrics to know the input data pattern in order to…Jan 13, 20192Jan 13, 20192
Natasha SharmaKaggle Series: Bank Customer Churn PredictionsKaggle is a great platform to learn and showcase your understanding with data. There are number of datasets to playaround with and a lot of…Jan 30Jan 30
Natasha SharmainHeartbeatImage Classification — A Practical Guide — Part 2In the previous post, you saw how to use pre-trained models to classify images. Here we will create our own classifier from scratch, this…Aug 25, 2022Aug 25, 2022
Natasha SharmainTowards Data SciencePeople Analytics with Attrition PredictionsEvery year a lot of companies hire a number of employees. The companies invest time and money in training those employees, not just this…May 18, 201811May 18, 201811
Natasha SharmainTowards Data ScienceTED Talks Analysis — EDA for BeginnersTed talk is a fantastic initiative. A lot people whom you know by their work and achievements but never knew their struggles, their views…May 11, 20182May 11, 20182
Natasha SharmainTowards Data ScienceSpam Detection with Logistic RegressionI still remember my first day in machine learning class. The first example which was provided to explain, how machine learning works, was…May 5, 20183May 5, 20183