Valeriy Manokhin, PhD, MBA, CQF – Medium

Valeriy Manokhin, PhD, MBA, CQF

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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

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.

Sep 12, 2023

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

Sep 12, 2023

Conformal Prediction Via Regression-As-Classification

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

Apr 13

Conformal Prediction Via Regression-As-Classification

Apr 13

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

Nov 2, 2023

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

Nov 2, 2023

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…

Oct 16, 2023

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

Oct 16, 2023

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…

Aug 22, 2023

Conformal Prediction forecasting with Nixtla’s statsforecast

Aug 22, 2023

Demystifying EnbPI: Mastering Conformal Prediction Forecasting

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

Aug 11, 2023

Demystifying EnbPI: Mastering Conformal Prediction Forecasting

Aug 11, 2023

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…

Aug 4, 2023

Jackknife+ — a Swiss knife of Conformal Prediction for regression

Aug 4, 2023

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…

May 29, 2023

Transformers Are What You Do Not Need

May 29, 2023

Singular Spectrum Analysis — A Hidden Treasure of Time Series Forecasting

Unlock powerful SSA methods to generate highly accurate forecasts.

May 10, 2023

Singular Spectrum Analysis — A Hidden Treasure of Time Series Forecasting

May 10, 2023

Time Series Forecasting Using Cyclic Boosting

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

May 1, 2023

Time Series Forecasting Using Cyclic Boosting

May 1, 2023

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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