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Practicing Machine Learning Techniques in R with MLR Package
This tutorial helps beginners to get started building machine learning models in R. Learn about machine learning techniques in R with the MLR package.
Analytics Vidhya 26 Aug, 2021
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The Evolution and Core Concepts of Deep Learning & Neural Networks
Brief history of neural networks in the area of Deep Learning. This article contains evolution and concepts of neural networks and deep learning.
Guest Blog 05 Jul, 2020
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Tutorial – Data Science at Command Line with R & Python (Scikit Learn)
This tutorial explains data science at the command line with python and R to build models including data visualization, exploration and machine learning.
Guest Blog 05 Jul, 2020
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Making Predictions on Test Data after Principal Component Analysis in R
This article explains the method of model building using principal components on test data. It uses decision tree algorithm for modeling data
Analytics Vidhya 18 Oct, 2024
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12 Winning Tips to Clinch Your First Win in Data Science Competitions
Winning tips for machine learning competition which includes feature engineering, stacking, ensembling, data exploration, algorithm selection
Kunal Jain 20 Mar, 2018
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Practical Guide on Data Preprocessing in Python using Scikit Learn
Data preprocessing in python using scikit learn library that includes scaling, label encoding for preprocessing and preparing data for our models.
syed 21 Oct, 2024
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6 Assumptions of Linear Regression
Linear regression assumptions: Validate models, understand key assumptions, and improve statistical analysis with expert insights."
Himanshi Singh 04 Apr, 2025
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10 Analytics / Data Science Masters Program by Top Universities in the US
This article reviews top 10 masters program in analytics, data science and machine learning in US and ranked them according to parameters.
Aarshay Jain 02 Aug, 2019
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Using Platt Scaling and Isotonic Regression to Minimize LogLoss Error in R
This tutorial explains using isotonic regression and platt scaling to calibrate predicted probabilities to improve logloss error in data set
NSS 07 Jul, 2016
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Tapping Twitter Sentiments: A Complete Case-Study on 2015 Chennai Floods
This case study is based on Chennai Floods 2015 and measures people's sentiments during he floods by analyzing the response on twitter.
Guest Blog 29 May, 2017
