PinnedDeepsha MenghaniinData Science at MicrosoftHow to build a fine-tuned customer service chatbot with Python and OpenAIStep-by-step Instructions to optimize your AI chatbot for a specific customer support query dataset from Kaggle·16 min read·Mar 12, 2024--3--3
PinnedDeepsha MenghaniinTowards Data ScienceCross-validation with XGBoost — Enhancing Customer Churn Classification with TidymodelsStep-by-step guide to implementing cross-validation, feature engineering, and model evaluation with XGBoost in Tidymodels·6 min read·Jun 6, 2024----
PinnedDeepsha MenghaniinTowards Data ScienceLearn Shiny for Python with a Puppy Traits DashboardStep-by-step guide to creating “Who is the Goodest Doggy” Application with Shiny for Python, from foundation to styling.·11 min read·May 8, 2024--3--3
Deepsha MenghaniinTowards Data ScienceTime Series Regression and Cross-Validation: A Tidy ApproachStep by step guide to EDA, feature engineering, cross validation and model comparison with tidymodels, modeltime and timetk.·8 min read·5 days ago----
Deepsha MenghaniinTowards Data ScienceUnderstanding the Two Faces of Shiny for Python: Core and ExpressExploring the Differences and Use Cases of Shiny Core and Shiny Express for Python·7 min read·May 29, 2024----
Deepsha MenghaniinTowards Data ScienceBuilding and Evaluating Classification Models to Predict Customer Churn with TidymodelsGuide to using the standardized syntax within Tidymodels to build and compare various models and metrics·8 min read·May 15, 2024--1--1
Deepsha MenghaniinTowards Data ScienceDemystifying Shiny Modules by Transforming a Bigfoot Sightings App ModularIn-depth guide to learning how to build Shiny applications using modules.·9 min read·May 3, 2024----
Deepsha MenghaniinTowards Data ScienceCharting the Final Frontier: Completing the #30DayMapChallenge OdysseyFrom Urban Collisions to Global Connections: Unveiling the Full Spectrum of Geo-Visual Storytelling with Observable Plot6 min read·Nov 29, 2023--1--1
Deepsha MenghaniinTowards Data ScienceNavigating the Cartographic Challenge: Halfway Through the #30DayMapChallengeFrom Haunted Locales to Political Patterns: A Mapping Journey Through Data and Design with Observable Plot7 min read·Nov 17, 2023----
Deepsha MenghaniinTowards Data ScienceIn-Depth Guide to Creating and Publishing an R Data Package Using DevtoolsA step-by-step account of developing my “Richmondway” R Data package, featuring the Expletives Count by Roy Kent.9 min read·Oct 19, 2023----
