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 …
Web Application Security: Top 11 Best Practices for 2021
Author(s): Sophia Martin Originally published on Towards AI. Do you know cybercrime or hacking is quickly becoming more profitable than an illegal drug trade? Yes, you read it right! Every year we see thousands of hacking and security breaching cases in the …
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 …
Efficient Pandas: Using Chunksize for Large Data Sets
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Question One: Data Science professionals often encounter very large data sets with hundreds of dimensions and millions of observations. There are multiple ways to handle large data sets. We all know about the …
AI on the Edge β An AI Nerd Series |#01-Pilot
Author(s): Rakesh Acharya Originally published on Towards AI. AI on the Edge β An AI Nerd Series U+007C#01-Pilot The advent of Edge Computing and the need to bring AI to Edge In the beginning, there was one big computer. Soon we started …
Top 10 Tech Skills in 2020 Worldwide
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Top 10 tech skills in 2020 worldwide, and in the United States. Skills related to data are of the highest demand. Photo by Benjamin O. Tayo As we enter a new year …
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 …