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k-Fold Cross Validation made simple
This article introduces the science behind k-fold cross validation & its use in simple terms and explains its implementation in Python
Tavish Srivastava 16 Sep, 2015
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Case study – Building and implementing a predictive model in 3 days
This article is a review of a case study on building predictive model and implementing it to predict salary of analytics professionals in India by startups.
Kunal Jain 19 Jul, 2020
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Getting smart with Machine Learning – AdaBoost and Gradient Boost
Boosting is a powerful tool in machine learning. Learn the commonly used boosting algorithms Ada Boost, Gradient Boost, Gentle Boost, Brown boost.
Tavish Srivastava 29 Oct, 2024
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A Comprehensive guide to Parametric Survival Analysis
An introduction to parametric analysis. Learn about parametric survival analysis using distribution like normal, uniform, lognormal along with applications.
Tavish Srivastava 26 Jun, 2020
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Ultimate resource for understanding & creating data visualization
Ultimate guide to create data visualization and resources for understanding various data visualization methods used in graphs, charts, heatmap, box plot etc
Sunil Ray 26 Jun, 2020
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Key Takeaways from Andrew Ng and Adam Coates AMA on Reddit
This article illustrates the best of AMA b/w Andrew Ng and Adam Coates happened on Reddit. Advice to build career in machine learning is discussed in detail.
Analytics Vidhya 24 Apr, 2015
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Hacking Google Maps to create distance features in your model / applications
Google Maps can be used to design and create distance features. This article provides a step by step guide and case study to use Google Maps in models/apps.
Tavish Srivastava 19 Jul, 2020
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Framework and Applications of ARIMA time series models
This article provides a framework & step by step guide to build an ARIMA model. These include visualization, differencing, transformation & prediction.
Tavish Srivastava 20 Sep, 2018
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Introduction to ARMA Time Series Models – Simplified
This article explains ARMA time series model. ACF & PACF models are also discussed along with difference between AR & MA time series models.
Tavish Srivastava 20 Sep, 2018
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Exploration of Time Series Data in R
Exploring time series data is critical before building a time series model. This article provides steps to explore a time series data in R.
Tavish Srivastava 20 Sep, 2018
