Data is Always Imperfect
Author(s): Benjamin Obi Tayo Ph.D. Even datasets that appear perfect may contain errors Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Machine Learning (ML) Algorithms For Beginners with Code Examples in Python
Author(s): Pratik Shukla, Roberto Iriondo, Sherwin Chen Machine Learning Algorithms Tree | Source: Image authored by Sherwin Chen, please cite it accordingly whenever used. The citation can be found at the bottom of the article. Overview of the major machine learning algorithms …
Create a Dataset for Object Detection
Author(s): Pushkar Pushp Computer Vision Source: Unsplash Introduction The first step for most computer vision tasks such as classification, segmentation, or detection is to have custom data for your problem set. There are multiple ways of creating labeled data; one such method …
34 Words About Language, Every AI-Savvy Leader Must Know
Author(s): Yannique Hecht Artificial Intelligence Think you can explain these? Put your knowledge to the test! [This is the 7th part of a series. Make sure you read about Search, Knowledge, Uncertainty, Optimization, Machine Learning, Neural Networks, and Language.] To truly change how …
Kannada MNIST Classification using Monk
Author(s): sinchana S.R Kannada is the second oldest of the four major Dravidian language spoken predominantly by people of… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Decision Trees Explained With a Practical Example
Author(s): Davuluri Hemanth Chowdary Fig: A Complicated Decision Tree A decision tree is one of the supervised machine learning algorithms. This algorithm can be used for regression and classification problems — yet, is mostly used for classification problems. A decision tree follows a set of …
How to Ensure the AI You Are Designing is Fit for its Purpose (Part 1)
Author(s): Masheika (Allen) Allgood One of the core tenets of responsible AI is to ensure that the model is fit for its purpose and that limitations are communicated to… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
An End-to-End Comprehensive Summary of Machine Learning
Author(s): Nkwawir Beltus Photo by h heyerlein on Unsplash Machine Learning A cheat sheet for machine learning concepts and practical implementation tips Introduction If you are new to the machine learning world and want to get your feet wet super-fast in all …
Towards an AI for Rock, Paper, Scissors
Author(s): Benjamin Peterson Rock, Paper, Scissors — a promising area for AI research, but not yet an Olympic sport. Rock Paper Scissors (RPS) is a decidedly non-trivial game with a fascinating strategy. Here I present a simple RPS AI with code and some high-level …