Ishan | Virginia Tech & IIT DelhiAutomation in Feature Engineering with Feature ToolsHarnessing the Power of Feature Tools for Automated Feature EngineeringMay 12May 12
Ishan | Virginia Tech & IIT DelhiUnderstanding Data Drift in Machine LearningData drift, changes in training data for machine learning models over time, significantly affects model performanceDec 24, 2023Dec 24, 2023
Ishan | Virginia Tech & IIT DelhiHow can you use the Apriori algorithm to analyze big data?Uncover hidden buying patterns and optimize stock placement with Apriori algorithm.Dec 24, 2023Dec 24, 2023
Ishan | Virginia Tech & IIT DelhiHow to maximize the value of data while being compliant with privacy laws?Unlocking Data’s Power: Strategies for Balancing Data-Value and Privacy in Today’s Regulatory LandscapeDec 19, 2023Dec 19, 2023
Ishan | Virginia Tech & IIT DelhiWebsite Cookies & Data Privacy RegulationsMajor data privacy regulations impacting website cookies include the EU’s GDPR, which mandates consent for non-essential cookies, and the…Dec 17, 2023Dec 17, 2023
Ishan | Virginia Tech & IIT DelhiMissing Value Treatment — Advanced MethodsIn data preprocessing, addressing missing values is a crucial step to ensure the integrity and accuracy of any analysis.Oct 8, 2023Oct 8, 2023
Ishan | Virginia Tech & IIT DelhiTypes of Missing Values in DataMissing data in a dataset can occur for various reasons, and the type of missing data can provide insights into how to handle and impute…Oct 8, 20231Oct 8, 20231
Ishan | Virginia Tech & IIT DelhiMissing Value TreatmentMissing value treatment is a critical step in data preprocessing to ensure that missing data does not adversely affect the performance of…Oct 8, 2023Oct 8, 2023
Ishan | Virginia Tech & IIT DelhiMastering Clean Code Practices in PythonEnhancing Readability, Collaboration, and ProductivityOct 8, 2023Oct 8, 2023
Ishan | Virginia Tech & IIT DelhiWeight of Evidence (WoE) Encoding — with Python CodeWeight of Evidence (WOE) quantifies the strength of the relationship between a categorical independent variable (predictor) and a binary…Oct 3, 20232Oct 3, 20232
