PinnedRina MondalinPython’s GurusData Science Roadmap — 2024In this blog I will provide the complete roadmap of Data Science.Jan 34Jan 34
Rina MondalMachine Learning Interview Series — Part 2Q1. What is dropout in the context of neural networks, and why is it used?20h ago20h ago
Rina MondalinWomen in TechnologyAn Introduction to Deep LearningDeep learning, a subset of artificial intelligence (AI), has profoundly transformed numerous industries over the past decade. We often hear…Jul 20Jul 20
Rina MondalFeature Extraction, A Crucial Part of Feature EngineeringFeature extraction is a crucial step in machine learning and data analysis where you transform raw data into a format that is suitable for…Jul 16Jul 16
Rina MondalBasics of Cloud Computing- SaaS, PaaS, IaaSIf you want to deploy your beautiful-looking website or if you want to develop applications, the first and foremost thing you need is a…Jul 14Jul 14
Rina MondalFeature Transformation- Part of Feature EngineeringFeature transformation involves changing the original features in your dataset to new representations that may be more suitable for model…Jul 10Jul 10
Rina MondalZ-Score to identify and remove outliers | Exploratory Data AnalysisA z-score, also known as a standard score, is a statistical measure that indicates how many standard deviations a data point is from the…Jul 8Jul 8
Rina MondalinWomen in TechnologyData Cleaning- Exploratory Data AnalysisData cleaning, also known as data cleansing or data preprocessing, is a crucial step in the data preparation process that involves…Jul 4Jul 4
Rina MondalinWomen in TechnologyLog Transformation to Mitigate the Effect of Outliers | Data Cleaning | Exploratory Data AnalysisHandling outliers is a crucial aspect of data analysis. Outliers can skew results and lead to misleading conclusions. Instead of removing…Jul 3Jul 3
Rina MondalUsing Inter Quartile Range to Remove Outliers From a Dataset |Data Cleaning |Exploratory Data…Outliers are data points that differ significantly from other observations in a dataset. They can be unusually high or low compared to the…Jun 29Jun 29