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Architecture of Convolutional Neural Networks (CNNs) demystified
Convolutional neural network architecture and cnn image recognition. In this article, learn about convolutional neural networks and cnn to classify images.
Dishashree Gupta 24 May, 2020
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Lasso and Ridge Regression in Python & R Tutorial
Learn the differences between ridge and lasso regression, linear regression basics, gradient descent, R-squared, regularization techniques,.
shubham.jain 20 Dec, 2024
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How to create animated GIF images for data visualization using gganimate (in R)?
This article provides a simple tutorial for how to create GIF images. A complete guide to use gganimate package in R to create animated graphics or GIFs.
Guest Blog 26 Jul, 2020
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Which algorithm takes the crown: Light GBM vs XGBOOST?
Explore Light GBM advantages, installation, important parameters, and how it compares to XGBoost. Learn tuning techniques. Read Now!
Pranjal 08 Jan, 2025
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Building Trust in Machine Learning Models (using LIME in Python)
This article helps us understand working of machine learning algorithms using LIME package. Using LIME, you can understand working of black box ML models.
Guest Blog 01 Jun, 2017
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A comprehensive beginners guide to Linear Algebra for Data Scientists
A comprehensive guide explaining linear algebra, matrices, their use to solve linear equations and their application in data science & data scientists
Vikas Kumar 15 Oct, 2024
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Hands on tutorial to perform Data Exploration using Elastic Search and Kibana (using Python)
ElasticSearch and Kibana is a highly scalable and open source. This tutorial will help you perform exploratory data analysis using ElasticSearch and Kibana.
Guest Blog 27 Oct, 2024
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22 must watch talks on Python for Deep Learning, Machine Learning & Data Science (from PyData 2017, Amsterdam)
PyData 2017 held in Amsterdam includes talks on machine learning, deep learning and NLP. The content involved applications, tools and hands-on sessions.
Sunil Ray 25 Jun, 2019
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Winners solutions & approach: The QuickSolver MiniHack, DataFest 2017
Here is the approach for top 3 winners of QuickSolver MiniHack, DataFest 2017. Read the detailed approach & solution to competition along with their codes.
Sunil Ray 07 May, 2017
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42 Questions on SQL for all aspiring Data Scientists
42 questions on SQL which every data scientist must know. SQL is used very heavily in data science. This test will help you assess your skill on SQL.
Ankit Gupta 22 Jun, 2022
