Machine Learning in Sales Processes
Author(s): Prashant Sai Originally published on Towards AI. Sales funnel processes and segments can be different for different companies based on the type of service provided by the respective company, whether itβs inbound or outbound sales. The content, campaigns, and sales pitch …
Pros & Cons of the Most famous AI Algorithms
Author(s): Surya Govind Originally published on Towards AI. Photo by Alex Knight on Unsplash Famous AI weapons: what is the use, when to use & when to ignore. Point-wise summary Introduction: First, letβs see what a Classifier is: An algorithm that maps …
Why is Python the Ideal Programming Language for AI and Data Science?
Author(s): Kristy Hill Originally published on Towards AI. Image by Geralt at Pixabay Is Python the preferred programming language for AI and Data Science today? If yes, then letβs learn the logical reasons in this article, along with why it is an …
History of the Machine Learning Department at Carnegie Mellon
Author(s): Roberto Iriondo Originally published on Towards AI. Gates Hillman Center portrayed. Courtesy: Carnegie Mellon University Machine Learning How was the first machine learning academic department founded Tom M. Mitchell portrayed, Machine Learning Department Head 1997β1999 and 2002β2015, Source: CMU. The Machine …
Titanic Challenge β Machine Learning for Disaster Recovery
Author(s): Bindhu Balu Originally published on Towards AI. GitHub repo : https://github.com/BindhuVinodh/Titanic-Data-Visualization The Titanic challenge hosted by Kaggle is a competition in which the goal is to predict the survival or the death of a given passenger based on a set of …
Machine Learning Resources from Sebastian Raschka
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Open-source resources from a bestselling author and machine learning expert that will enable you to unlock deeper insights into cutting-edge machine learning and deep learning Photo by Christopher Gower on Unsplash In …
Sources of Error in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. The solution to a machine learning problem is not unique. The predictive power of a model depends on the experience of the data scientist in dealing with sources of error Top highlight …
7 Best Machine Learning Applications That You Must Know
Author(s): Mohammed Imran Originally published on Towards AI. Artificial Intelligence exists almost everywhere. Youβll use it one way or the other without even knowing about it. The most known applications of AI is Machine Learning (ML), in which computers and devices execute …
Outlier Detection (Part 2): Multivariate
Author(s): Mishtert T Originally published on Towards AI. Analyze even better β For Better Informed Decision Mahalanobis distance U+007C Robust estimates (MCD): Example in R Original Image Seen Here In Part 1 (outlier detection: univariate), we learned how to use robust methods …
Outlier Detection (Part 1): Univariate
Author(s): Mishtert T Originally published on Towards AI. Analyze even better β For Better Informed Decision Robust Statistics: Example in R Making a Point A popular tool for outlier detection is Calculate z-score for each observation. Flag observation as an outlier if …
The Data Science Behind Netflix
Author(s): Divy Shah Originally published on Towards AI. Top highlight βNetflix is not only a successful Service but it is completely a Data-Driven Service.β Netflix in numbers Last year Netflix announced that it signed on 135 million Paid customers worldwide. Netflixβs US …
How to Join the AI for Good Movement
Author(s): Tadeusz Bara-Slupski Originally published on Towards AI. During the last three months of building our AI for Good initiative at Appsilon Data Science, we have learned and observed a lot about what appears to be a nascent, global movement. In this …