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Large Language Models (LLMs) for Efficient NL2SQL

May 20, 20245 min read

Natural Language to SQL (NL2SQL) is a transformative technology that enables non-technical users to interact with databases using natural language...

Understanding XGBoost: A Powerful Machine Learning Algorithm

Sep 4, 20238 min read

XGBoost is an open-source, scalable, and efficient machine learning algorithm. · XGBoost Algorithm: Powering Predictive Modeling with Extreme Gradient...

Understanding XGBoost: A Powerful Machine Learning Algorithm

Causal Inference

Jul 18, 20238 min read

Understanding the concepts and applications of Causal Inference · Causal inference is a field of study that aims to understand cause-and-effect...

Causal Inference

Bayesian Inference

Jul 13, 20234 min read

A Comprehensive Guide to Probabilistic Reasoning in Data Science · Bayesian inference is a powerful framework for probabilistic reasoning and...

Bayesian Inference

Hypothesis Testing

Jul 11, 20234 min read

A Comprehensive Guide to Hypothesis Testing for Data Science · Hypothesis testing is a powerful statistical technique that plays a central role in data...

Hypothesis Testing

Understanding Probability

Jul 6, 20234 min read

Basics of Probability and its application in data science · Probability is a foundational concept in statistics and plays a crucial role in data science....

Understanding Probability