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Hands on with Deep Learning – Solution for Age Detection Practice Problem
This article provides a simple deep learning based solution to Age detection problem. This includes use of neural networks & keras to predict age of person
Faizan Shaikh 26 Jul, 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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Transfer Learning Using Pre-trained Models in Deep Learning
Learn about transfer learning, pre-trained models, their benefits, usage, fine-tuning techniques, and projects for identifying digits.
Dishashree Gupta 30 Jan, 2025
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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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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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Use H2O and data.table to build models on large data sets in R
This article explains machine learning algorithms and data exploration, manipulation using data.table and h2o package including deep learning
Analytics Vidhya 26 Sep, 2016
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Approach and Solution to break in Top 20 of Big Mart Sales prediction
Solution to Big Mart sales problem - includes hypothesis, data exploration, feature engineering & regression, decision tree / random forest model
Aarshay Jain 29 Oct, 2024
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Ridge and Lasso Regression in Python
Explore Ridge and Lasso Regression, their mathematical principles & practical applications in Python to enhance regression skills. Read Now!
Aarshay Jain 01 May, 2025
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Getting started with Machine Learning in MS Excel using XLMiner
Here is the tutorial on machine learning using xlminer in excel on multiple linear regression, logistic regression and clustering algorithm
Analytics Vidhya 26 Jun, 2020
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Learn to use Forward Selection Techniques for Ensemble Modeling
This article explains the use of forward selection techniques in ensemble modeling using R programming with a careful attempt to avoid overfitting
Tavish Srivastava 26 Jun, 2020
