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Kalyan Prasad

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The Hidden Costs of Data Quality - Tackling Common Data Challenges in MLPyData Global 20242024-12-03
Claims a concrete ROI from fixing data: 20% missing emails found and filled, customer statuses reconciled with the CRM, and standardized formats. Uses open…
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Python-Driven Portfolios: Bridging Theory and Practice for Efficient InvestmentsPyData Global 20232023-12-06
Claims a working Python implementation of Modern Portfolio Theory using five ETFs pulled from yahu finance (2018–2022), computes daily log returns, covariance…
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ARCH-GARCH Models TourPyData Global 20222022-12-01
Overview gives concrete choices: uses Python with pandas-datareader to pull Tesla 2015–2020 returns, fits volatility models with the arch package, initially…
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Neural Prophet – A powerful AI framework for Time Series ModelsPyConZA 20212021-10-07
Shows Neural Prophet (Python library) using a Torch backend and a PyTorch AR-Net to extend Facebook Prophet’s decomposable model with trend, seasonality…
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Advanced Visualization in Jupyter NotebooksPyCon India 20202020-10-02
Live demonstration of interactive visualization inside Jupyter builds reusable notebooks that load real weather and crime CSVs, compute pandas rolling moving…
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