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Cheatsheet – Python & R codes for common Machine Learning Algorithms
Python and R cheat sheets for machine learning algorithms. It contains codes on data science topics, decision trees, random forest, gradient boost, k means.
Analytics Vidhya 26 Jun, 2020
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Learn Gradient Boosting Algorithm for better predictions (with codes in R)
Gradient boosting is used for improving prediction accuracy. This tutorial explains the concept of gradient boosting algorithm in r with examples.
Tavish Srivastava 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
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Finding Optimal Weights of Ensemble Learner using Neural Network
This article explains the method to find optimal weight in ensemble model using a traditional approach and neural network implementation.
Tavish Srivastava 26 Jun, 2020
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List of Machine Learning Certifications and Best Data Science Bootcamps
List of best machine learning certifications and best data science bootcamps in the USA. This article explains the best free resources on machine learning.
Analytics Vidhya 07 Nov, 2024
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Best way to learn kNN Algorithm using R Programming
Knn algorithm is a supervised machine learning algorithm. In this article learn the concept of kNN in R and knn algorithm examples with case study.
Guest Blog 26 Jun, 2020
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7 Regression Techniques You Should Know!
Regression techniques are the popular statistical techniques used for predictive modeling. Learn common types of regression techniques.
Sunil Ray 01 May, 2025
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Basics of Ensemble Learning Explained in Simple English
A tutorial to learn about the basics of ensemble learning and various ensemble learning techniques to improvise stability and predictive power of the model.
Tavish Srivastava 29 Oct, 2024
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Beginners Guide To Learn Dimension Reduction Techniques
Explore Dimensionality Reduction: Importance, techniques, benefits, methods, examples, and components in machine learning & predictive modeling.
Sunil Ray 22 Apr, 2024
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Overview of Analytics Industry in India (my notes and views)
This article provides overview of analytics industry / market in India, its growth, analytics jobs, training, startups, companies & other trends
Kunal Jain 24 Sep, 2015
