Valeriy Manokhin, PhD, MBA, CQF – Medium

Valeriy Manokhin, PhD, MBA, CQF

Featured Book

Practical Guide to Applied Conformal Prediction in Python: Learn and apply the best uncertainty frameworks to your industry applications

Practical Guide to Applied Conformal Prediction in Python: Learn and apply the best uncertainty frameworks to your industry applications

Take your machine learning skills to the next level by mastering the best framework for uncertainty quantification - Conformal Prediction

2023

Valery Manokhin

Valery Manokhin

Stories

Pinned

Valeriy Manokhin, PhD, MBA, CQF

What Truly Works in Time Series Forecasting — The Results from Nixtla’s Mega Study

Time series is a captivating domain where the quest for a crystal ball never ceases.

3 min readSep 12, 2023

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What Truly Works in Time Series Forecasting — The Results from Nixtla’s Mega Study

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Valeriy Manokhin, PhD, MBA, CQF

Conformal Prediction Via Regression-As-Classification

R2CPP: The Latest Addition to the Conformal Prediction Landscape for Robust Uncertainty Quantification in Regression Analysis.

8 min read5 days ago

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Conformal Prediction Via Regression-As-Classification

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Valeriy Manokhin, PhD, MBA, CQF

Avoiding the Forecasting Pitfalls: 10 Red Flags in Hiring Data Scientists

Navigate Through Your Next Data Science Interview Successfully by Adhering to These Key Forecasting Rules

24 min readNov 2, 2023

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Avoiding the Forecasting Pitfalls: 10 Red Flags in Hiring Data Scientists

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Valeriy Manokhin, PhD, MBA, CQF

Unlocking Predictive Power: Harnessing Permutation Entropy for Superior Time-Series Forecasting

The complexity of time series data is a crucial aspect of forecasting, as it often determines the forecasting methods to apply. Different…

8 min readOct 16, 2023

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Unlocking Predictive Power: Harnessing Permutation Entropy for Superior Time-Series Forecasting

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Valeriy Manokhin, PhD, MBA, CQF

Conformal Prediction forecasting with Nixtla’s statsforecast

Conformal Prediction is a framework designed to quantify uncertainty, and it’s quickly becoming a favoured approach in both the corporate…

5 min readAug 22, 2023

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Conformal Prediction forecasting with Nixtla’s statsforecast

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Valeriy Manokhin, PhD, MBA, CQF

Demystifying EnbPI: Mastering Conformal Prediction Forecasting

“In my article ‘Conformal Prediction Forecasting with MAPIE,’ we explored how Conformal Prediction enables us to construct powerful…

6 min readAug 11, 2023

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Demystifying EnbPI: Mastering Conformal Prediction Forecasting

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Valeriy Manokhin, PhD, MBA, CQF

Jackknife+ — a Swiss knife of Conformal Prediction for regression

A while back in my article ‘How to predict quantiles in a more intelligent way (or ‘Bye-bye quantile regression, hello Conformalized…

5 min readAug 4, 2023

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Jackknife+ — a Swiss knife of Conformal Prediction for regression

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Valeriy Manokhin, PhD, MBA, CQF

Transformers Are What You Do Not Need

In my previous article, “Deep Learning Is What You Do Not Need”, I explained that deep learning for time series is not the solution that…

7 min readMay 29, 2023

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Transformers Are What You Do Not Need

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Valeriy Manokhin, PhD, MBA, CQF

Singular Spectrum Analysis — A Hidden Treasure of Time Series Forecasting

Unlock powerful SSA methods to generate highly accurate forecasts.

4 min readMay 10, 2023

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Singular Spectrum Analysis — A Hidden Treasure of Time Series Forecasting

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Valeriy Manokhin, PhD, MBA, CQF

Time Series Forecasting Using Cyclic Boosting

Generate accurate forecasts to understand how each prediction has been made.

6 min readMay 1, 2023

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Time Series Forecasting Using Cyclic Boosting

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Valeriy Manokhin, PhD, MBA, CQF

Valeriy Manokhin, PhD, MBA, CQF

Book Author

Principal Data Scientist, PhD in Machine Learning, creator of Awesome Conformal Prediction 👍Tip: hold down the Clap icon for up x50

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