Robust Regressions: Dealing with Outliers
This article was written by Michael Grogan. It is often the case that a dataset contains significant outliers – or observations that are significantly out of range from...
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How Single Sign-On Helps to Control the Flow of Information
Companies are ramping up their adopting of cloud-based Software-as-a-Service applications. Public cloud spending is expected to reach over $206 billion in 2019. Large ent...
A Blast from Python Past — Part 3
Last time, I posted Part 2 of a blog trilogy on data programming with Python. That article revolved on showcasing NumPy, a comprehensive library created in 2005 that ...
Gambler's Ruin simulations
PREFACE This article has 4 sections: Introduction: Introduction to the gambler’s ruin problem Methodology: How the simulation will be carried out Pseudocode: Summar...
Intro to Robotic Process Automation
Majority of modern companies deal with processes which they want to be automated. This need can be caused by various reasons, in particular, due to the routine, repetitiv...
Topic detection
Introduction to topic model: In machine learning and natural language processing, a topic model is a type of statistical model for discovering the a...
The significance of Interaction Plots in Statistics
Interaction plots are used to understand the behavior of one variable depends on the value of another variable. Interaction effects are analyzed in regression analysis, D...
Educating for AI – one of the most critical problems in AI
Background One of the hardest problem in AI is not technical It is social Specifically, it is the problem of “educating people for living and working in a world dominat...
Using the Digital Transformation Journey Workbook to Deliver “Smart” Spaces
Key points of this blog include: Digital Transformation sweeps aside traditional industry borders to create new sources of customer and operational value Unfortunately, D...
Kafka Monitoring with Prometheus, Telegraf, and Grafana
Kafka monitoring is an important and widespread operation which is used for the optimization of the Kafka deployment. This process may be smooth and efficient for you by ...