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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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Winners Talk: Top 3 Solutions of The Seer’s Accuracy Competition
This article highlights the top 3 winning solutions from The seer's accuracy. The winners used xgboost, feature engineering and ensembled.
Analytics Vidhya 11 May, 2016 -
data.table() vs data.frame() – Learn to work on large data sets in R
R users struggle while dealing with large data sets. In this article learn about data.table and data. frame packages and handling large datasets in R.
Analytics Vidhya 05 Jul, 2020
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Queuing Theory: Definition, Applications and Examples
Queuing Theory analyzes waiting lines to predict queue lengths & wait times, optimizing systems in operations, retail, telecom & more.
Tavish Srivastava 18 Feb, 2025
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15 Must Read Books for Entrepreneurs in Data Science
This article features the 15 best books to read by founders / entrepreneurs in data science industry. They give an overview of using analytics
Analytics Vidhya 05 Jan, 2017
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It’s our 3rd Birthday – Come & Celebrate
It's third anniversary of Analytics Vidhya and we are proud to announce our contribution to data science.
Kunal Jain 15 Mar, 2017
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Practical Guide to implementing Neural Networks in Python (using Theano)
Theano is a programming language which runs on top of Python. This article explains deep learning with theano and how implementing neural networks in python.
Aarshay Jain 05 Jul, 2020
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Case Study For Freshers (Level : Medium) – Call Center Optimization
The is a operational analytics case study for freshers in interview which requires logical understanding, maths and skills in Excel and R
Tavish Srivastava 27 Feb, 2019
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Tree Based Algorithms: A Complete Tutorial from Scratch (in R & Python)
Tutorial on tree based algorithms, which includes decision trees, random forest, ensemble methods and its implementation in R & python.
Himanshi Singh 01 May, 2025
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Operational Analytics Case study For Freshers: Call Center optimization
This operational analytics case study is made for freshers and less experienced people in analytics to practice for interviews and new jobs
Tavish Srivastava 27 Feb, 2019
