PinnedSarthak ArorainAnalytics VidhyaCost Complexity Pruning in Decision TreesUnderstanding the problem of Overfitting in Decision Trees and solving it by Minimal Cost-Complexity Pruning using Scikit-Learn in Python5 min read·Sep 19, 2020----
Sarthak AroraImplementing a Full Stack Production RAG with Docker, Ray, Qdrant and LM StudioLearn how to deploy a full stack Retrieval Augmented Generation (RAG) AI application in this quick and easy guide6 min read·May 14, 2024--1--1
Sarthak AroraStep-by-Step Guide to Build a Competition Analysis AIA Deep Dive into Mistral 7B, Python, Qdrant, LangChain, and Gradio for Cutting-Edge Market Analysis4 min read·Apr 2, 2024----
Sarthak ArorainAnalytics VidhyaMachine Learning for Classification: Quadratic Discriminant Analysis vs Logistic RegressionUnmasking Quadratic Discriminant Analysis (QDA), its Assumptions and its Viability in today’s Data Science Toolkit6 min read·Jul 8, 2023----
Sarthak AroraWhat ‘not’ to do when you’re starting to learn Data ScienceRichard Feynman, the great Physicist, has said that in order to understand a subject, understand its fundamentals to a level that you can…6 min read·May 13, 2021----
Sarthak AroraThe Lazy Learning Algorithm-KNNYou must be aware why are we being advised to stay at least 6 ft. away from other people whenever we go out? It’s being said that the…3 min read·Jan 6, 2021----
Sarthak AroraAn Efficient way of performing EDA- Hypothesis GenerationHow Hypothesis generation can help you understand your data in a quicker manner and speed up your modelling process?6 min read·Nov 6, 2020----
Sarthak ArorainThe StartupData Science Is for EveryoneHow learning Data Science techniques can help you improve your daily life even if you don’t want to pursue it as a career?7 min read·Sep 30, 2020----
Sarthak ArorainAnalytics VidhyaDigging Deep Into Plots: Raising the BarGuidelines to make your Bar Charts appealing and how to do that using Python4 min read·Sep 11, 2020----