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30 Questions to Test a Data Scientist on Tree Based Models
30 Questions to test a data scientist on tree based models including decision trees, random forest, boosting algorithms in machine learning.
Ankit Gupta 27 Apr, 2023
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Top 30 KNN Interview Questions for Data Scientists
KNN interview questions for freshers and mid-senior professionals. Find the top 30 KNN interview questions with explanations and solutions.
Sunil Ray 04 Apr, 2025
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How to create jaw dropping Data Visualizations on the web with D3.js?
This article covers the basics and advanced concepts of D3.js. In this article, learn how to create data visualization with d3.js and build basic charts
Mohd Sanad Zaki Rizvi 26 Jul, 2020
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Solving Multi-Label Classification problems (Case studies included)
An introduction to multi label classification problems. This tutorial covers how to solve these problems using a multi-learn (scikit) library in Python
shubham.jain 15 Oct, 2024
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Getting Started with Audio Data Analysis using Deep Learning (with case study)
This article gets you started with audio data. This includes audio and voice data analysis using deep learning with case study on various sounds.
Faizan Shaikh 27 Aug, 2021
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Building your first machine learning model using KNIME (no coding required!)
KNIME is a GUI based tool. Explore how to visualise a dataset and extract important features from it in KNIME and build a machine learning model using KNIME
Analytics Vidhya 07 Jun, 2020
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Finding chairs the data scientist way! (Hint: using Deep Learning) – Part I
A fun deep learning project to count chairs, their location in a room from an image provided. The article lays challenges & approach using Imagenet & YOLO
Faizan Shaikh 17 Aug, 2017
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CatBoost: A machine learning library to handle categorical (CAT) data automatically
CatBoost is an open source machine learning algorithm from yandex. In this article learn about CatBoost categorical features to handle categorical data.
Sunil Ray 17 Oct, 2024
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Mining frequent items bought together using Apriori Algorithm (with code in R)
Learn how to use the Apriori algorithm and R code for market basket analysis and uncover hidden patterns in customer buying habits on our website Now!
Analytics Vidhya 07 Nov, 2023
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10 Advanced Deep Learning Architectures Data Scientists Should Know!
Deep learning architectures that every data scientist should know. In this article, learn about advanced architectures and types of computer vision tasks.
Faizan Shaikh 15 Jun, 2023
