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 …
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 …
Summary of 2019 Accomplishments as a Data Science Blogger
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Reviewing 2019 accomplishments and lessons learned as a medium writer, as well as discussing goals for 2020 Photo by Nicolas Tissot on Unsplash The year 2019 has been a remarkable year for …
Start Data Science Blogging in 2020
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. How to Start with Blogging in Data Science Photo by Corinne Kutz on Unsplash Medium is now considered one of the most popular blogging sites. Medium is a platform specifically designed for …
The Dull and Unpleasant 2020 Ethics of AI-enabled Science
Author(s): Dr. Adam Hart Originally published on Towards AI. Β© Wild0ne courtesy Pixabay In the 1997 movie Gattica, Ethan Hawke displayed the brute-force determination of the human spirit in an hypothetical, transitional to full CRISPR, gene-editing future that 23 years later we …