Data Science, Machine Learning

Summarization ML app using Streamlit making use of transformer model

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Source: Unsplash


Programming, Python

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Source: Unsplash

Float Data-type


Programming, Python

Interesting details about Python int data type

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Image by the author (generated from Canva)

Integer


Programming, Python

Recommended resources to learn the most popular programming language

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Photo by Hitesh Choudhary on Unsplash

What makes Python so popular?

How to become proficient in Python (or any programming language)?

  • You may be learning Python for Machine Learning or Web Development or Visualization or System Programming, etc. but one needs to have sound knowledge of the fundamentals. I am not referring to Numpy, Pandas, Scikit-learn, etc. packages but the core concepts of the programming language such as data types, functions, loops, OOP (classes & objects), generators, modules & packages, etc. It is important that you learn not just how to use it but also understand how it works. This knowledge will make you proficient in any programming language. …


PROGRAMMING, PYTHON

Basics of memory management in Python

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Source: Unsplash

Reference Counting


Data Science, Machine Learning

Introduction to Julia’s package manager for managing packages

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Source: Julia


Data Science, Machine Learning

Take your first steps towards Julia for Machine Learning

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Source: Github

Step 1: Download & Install Anaconda


Data Science, Machine Learning

What is model drift, different types, how to detect model drift, and how to tackle it

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Source: Unsplash


Data Science, Machine Learning

How to interpret your machine learning predictions with Kernel Explainer using SHAP library

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Source: SHAP

What is SHAP

Kernel SHAP (Linear LIME + Shapley values)


Data Science, Programming

A library to link records between data sources

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Source: Unsplash

Introduction

Deduplication

Record Linkage

About

Chetan Ambi

Data Science | Machine Learning | Python. Visit https://pythonsimplified.com/ for interesting articles on Python and Machine Learning

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