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Quick Guide to Build a Recommendation Engine in Python & R
Building recommendation engines in python and R, learn building one using graphlab library in the field of data science and machine learning.
Aarshay Jain 25 Oct, 2024
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8 Reasons Why Analytics / Machine Learning Models Fail To Get Deployed
This article explain the reasons behind analytics / machine learning models deployment failure in business world to a data scientists/analyst.
Tavish Srivastava 30 May, 2016
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A comprehensive beginner’s guide to start ML with Amazon Web Services (AWS)
A tutorial to configure aws instances to do faster data computation. In this article learn how to build your first model in machine learning with aws.
Aarshay Jain 05 Jul, 2020
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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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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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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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Deep Learning for Computer Vision – Introduction to Convolution Neural Networks
A tutorial for convolution neural networks to identify images. Learn about deep learning for computer vision and implement CNNs using graphlab in python.
Aarshay Jain 05 Jul, 2020
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13 Machine Learning & Data Science Startups from Y Combinator Winter 2016
This article presents the machine learning, data science startups from Y Combinator winter batch 2016. These startups use data and analytics
Analytics Vidhya 23 Jul, 2019
