Renu KhandelwalIntuitive Explanation of Monte Carlo SimulationSimple Explanation of Monte Carlo Simulation and Implementation using Python·7 min read·5 days ago--1--1
Renu KhandelwalExploring Causality with DoWhyPerform Causal Inference Using Python Step by Step with DoWhy·10 min read·Apr 15, 2024----
Renu KhandelwalEssential Steps to Unveil the Structure Behind Cause and EffectMaster the Journey of Developing Causal DAGs for Clarity and Insights·7 min read·Mar 31, 2024--1--1
Renu KhandelwalHow to Control Causal Inference Bias?Sharpen your research skills with practical techniques to overcome bias in causal inference.·7 min read·Mar 26, 2024----
Renu KhandelwalHow Biases Impact Causal Inference?Exploring the Role of Confounding Bias, Selection Bias, and Measurement Bias in Causal Inference·10 min read·Mar 18, 2024----
Renu KhandelwalVisualizing Causality Using Causal GraphsGuide to Causal Graphs and Their Role in Causal Inference·6 min read·Mar 6, 2024----
Renu KhandelwalCausal Inference: An Intuitive IntroductionUnderstand the Foundations of Causal Inference without any complex math·8 min read·Feb 13, 2024--1--1
Renu KhandelwalinTowards AIThe Traps of Blindly Trusting Data: Simpson’s ParadoxDemystifying Simpson’s Paradox for Reliable Data Insights·4 min read·Feb 12, 2024----
Renu KhandelwalExplore and Implement QLoRA for Efficient Quantization and Adapter-Based FinetuningLearn State-of-Art LLM Finetuning Strategy, QLoRA, with Reduced Computational Resources.·9 min read·Jan 17, 2024--1--1
Renu KhandelwalA Simplified Guide to LoRA for Large Language ModelsUnlocking LoRA’s Inner Workings for Effective LLM Fine-Tuning·5 min read·Jan 11, 2024----