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Introduction to Online Machine Learning: Simplified
An introduction to online machine learning algorithms to handle huge data. In this article learn about how online learning differs from batch learning.
Tavish Srivastava 25 Jun, 2020
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Learning path for SAS – from beginner to a Business Analyst
SAS learning path for people who want to learn SAS. This learning path provides SAS courses, SAS career details to start their career in analytics.
Kunal Jain 26 Jul, 2020
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Decision Tree Algorithms – Simplified
Article explains about decision tree software, decision tree program, decision tree algorithms used such as Gini index (CART), Chi-square (CHAID), information gain
Sunil Ray 27 Aug, 2021
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Model Performance metrics: How well does my model perform? – Part 2
This article discusses performance metrics (Concordance, AUC-ROC, Gini coeff) to evaluate the performance of classification models & their advantages.
Tavish Srivastava 17 Apr, 2015
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Decision Tree – Simplified!
Decision Trees are one of the most commonly used predictive modeling technique. They can be very effective in data exploration & imputations
Sunil Ray 19 Apr, 2018
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Launch of learning path – Data Science in Python
Analytics Vidhya launches our first learning path - Data Science in Python. Learning paths are aimed to help you learn data science with out confusion.
Kunal Jain 26 Jul, 2020
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Model performance metrics: How well does my model perform? – Part 1
This article discusses metrics & plots (Confusion, Gain, Lift & K-S) to evaluate the performance of classification models & their advantages
Tavish Srivastava 17 Apr, 2015
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Comprehensive Introduction to merging in SAS
Merging or Joining is one of the most common steps in data preparation. This article introduces merging in SAS and SAS merge datasets.
Sunil Ray 25 Jun, 2020 -
Image processing and feature extraction using Python
Image processing and feature selection can be tricky. This article teaches the basics of Python image processing and image feature extraction using Python.
Tavish Srivastava 26 Jul, 2020 -
Scikit-learn(sklearn) in Python – the most important Machine Learning tool I learnt last year!
Scikit-learn is a powerful Python library for machine learning & predictive modeling. This scikit learn tutorial gives an overview of scikit learn in python
Kunal Jain 29 Oct, 2024
