PinnedNatasha SharmainHeartbeatImage Classification — A Practical Guide — Part 1An Introductory Guide to Basic Image Classification Concepts and Models13 min read·Jul 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…12 min read·Jun 7, 2018--2--2
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…10 min read·May 22, 2018--31--31
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…11 min read·Jul 10, 2018--2--2
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…11 min read·Jan 13, 2019--2--2
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…6 min read·Jan 30, 2024----
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…10 min read·Aug 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…7 min read·May 18, 2018--11--11
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…7 min read·May 11, 2018--2--2
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…6 min read·May 5, 2018--3--3