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Simple Methods to deal with Categorical Variables in Predictive Modeling
Here are simple methods to treat categorical variables in a data set and their various levels using label encoding, dummy, one hot encoding
Sunil Ray 14 Oct, 2024
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Secrets from winners of our best ever Data Hackathon!
Winners reveal their approaches which includes using Python, R with Deep Learning, GBM, Recommender to build predictive model with least error
Kunal Jain 19 Dec, 2015
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Introduction to Boosting Algorithms in Machine Learning
A quick guide to boosting algorithms in machine learning to boost accuracy of predictive models with Adaboost, gradient and xgboost. Read Now!
Sunil Ray 27 Nov, 2024
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Free Resources for Beginners on Deep Learning and Neural Network
Best resources for deep learning and neural networks. Here are free online resources for beginners to learn neural networks and deep learning.
Analytics Vidhya 24 May, 2020
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Simple Guide to Logistic Regression in R and Python
An introduction to Logistic Regression in R. Logistic Regression is used in binary classification and uses the logit or sigmoid function.Read Now!
Analytics Vidhya 14 Oct, 2024
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6 Practices to enhance the performance of a Text Classification Model
Here are best 6 practices to implement text classification model to improve accuracy of a text classifier model using useful set of corpus
Shivam Bansal 29 Oct, 2024
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Beginner’s guide to Web Scraping in Python using BeautifulSoup
Learn how to perform Web scraping in Python using BeautifulSoup. BeautifulSoup is a very popular web scraping library in Python. Start scraping now!
Sunil Ray 29 Oct, 2024
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5 Questions which can teach you Multiple Regression (with R and Python)
A guide for beginners to learn machine learning using linear and multiple regression. This article explains questions on multiple regression in R & Python.
Sunil Ray 29 Oct, 2024
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Notes, impressions, experience and excitement from PyCon India 2015, Bengaluru
Pycon India 2015, Bengaluru was the biggest event for all the Pythonists in India. Here are some impressions and experience from this amazing conference
Kunal Jain 11 Dec, 2015
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Running scalable Data Science on Cloud with R & Python
With increasing data and need for data science, running R and Python on cloud has become a necessity. This article discusses options to do so.
Kunal Jain 11 Dec, 2015
