KavyaIntroduction to CVXPY: A Versatile Optimization Library in PythonCVXPY is a powerful Python library designed for solving convex optimization problems in a simple and intuitive way. It’s widely used in…May 16May 16
KavyaOn comparing SciPy Optimize and CVXPYBoth CVXPY and SciPy’s optimize module are powerful tools for solving optimization problems in Python, but they are designed for different…May 16May 16
KavyaUnlocking Insights with Monte Carlo Simulations: A Dive into Random Data Generation with PythonMonte Carlo simulations have become a cornerstone in testing scenarios and making informed decisions across various fields, from finance to…Jan 29Jan 29
KavyaExploring Generalized Lambda Distribution Functions: An OverviewWhat is a Generalized Lambda Distribution?Jan 29Jan 29
KavyaEmbracing Data’s Kaleidoscope: The Generalized Lambda Distribution UnveiledIn the realm of statistics, the normal distribution often takes center stage, captivating our attention with its familiar bell-shaped curve…Jan 28Jan 28
KavyaUnveiling the Tapestry of Probability Distributions: Beyond the Bell CurveIn the realm of probability theory, a diverse array of distributions stands ready to capture the intricacies of real-world phenomena. While…Jan 28Jan 28
KavyaProbability Density Functions- Some Q & ALet’s address some common questions about Probability Density Functions (PDFs) in simple terms:Jan 251Jan 251
KavyaUnderstanding Probability Density Functions: A Beginner’s GuideProbability Density Functions(PDFs) might sound complex, but at their core, they’re a helpful tool to understand the likelihood of…Jan 25Jan 25
KavyaHow to build effective ML modelsThis is a post on the lessons learned to try to build a predictive model from scratch. It is intended for beginners who are venturing out…Mar 29, 2020Mar 29, 2020