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Bujar Bakiu
Bujar Bakiu

19 Followers

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Published in Towards Data Science

·Nov 1, 2021

Explainable AI (XAI) for Regression Problem

Practical Guide for many XAI tools — What does Machine Learning Explainability mean? In 2016 Ribeiro et al. published their by now reputable paper: "Why should I trust you?": Explaining the Predictions of any Classifier . The famous experiment of "Husky or Wolf" points out that despite great efforts in designing an accurate model and training it properly, still the model can learn…

Machine Learning

8 min read

Explainable AI (XAI) for Regression Problem: Practical Guide for many XAI tools
Explainable AI (XAI) for Regression Problem: Practical Guide for many XAI tools
Machine Learning

8 min read


Sep 29, 2021

Extracting Feature Names from the ColumnTransformer

While using scikit-learn's ColumnTransformer, I run into a “trivial” issue. After transforming the features, they do not have names in the new numpy array. In stackoverflow.com seems that few other people have faced this issue, and struggled with it. This post is about my version of solving this problem. Code Please…

Scikit Learn

2 min read

Extracting Feature Names from the ColumnTransformer
Extracting Feature Names from the ColumnTransformer
Scikit Learn

2 min read


May 16, 2021

Writing a chatbot with Rasa

Chatbots have seen a massive increase in popularity in the last year or two. One could say that they have grown with the Covid-19 pandemic, but sure enough vaccines will not affect chatbots. Every second user says they enjoy getting quick responses to simple questions from a chatbot. Microsoft Bot…

Chatbot

5 min read

Writing a Chatbot with Rasa
Writing a Chatbot with Rasa
Chatbot

5 min read


Feb 16, 2021

Keras Models + BentoML + AWS EKS: A simple guide

BentoML is currently one of the hottest frameworks for serving, managing and deploying machine learning models. If you are reading this blog, I guess you have heard of it and have some interest in checking it out. So was I, and that’s why I did this small experiment. One of…

Bentoml

4 min read

Keras Models + BentoML + AWS EKS: A simple guide
Keras Models + BentoML + AWS EKS: A simple guide
Bentoml

4 min read


Dec 26, 2020

From Zero to CKA Exam: How to prepare for your CKA Certification Exam starting from zero

For more than two years, containers and container orchestration started to pop up more and more often in my radar. In my work environment, I kept hearing the terms but I was ‘spoiled’ with excellent colleagues and platform teams that made my contribution in that topic redundant. Hence I postponed…

Cka

4 min read

Cka

4 min read

Bujar Bakiu

Bujar Bakiu

19 Followers

Machine Learning Engineer @ data-max.io

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