Evaluation Metrics for Regression Problems
Author(s): Edward Ma Originally published on Towards AI. Data Science Photo by Edward Ma on Unsplash If you do not know how to justify whether model is good or not, it is similar to you want to get something but you do …
NLP News Cypher | 05.31.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by SpaceX on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 05.31.20 To the Stars We did it, we’ve returned to space. SpaceX is the first private company to propel …
How To Develop A Game Using Computer Vision
Author(s): Ritheesh Baradwaj Yellenki Originally published on Towards AI. Computer Vision Playing A Racing Game using Hand Tracking, Artificial Intelligence Picture made using Canva If you are an excited geek and love Computer Vision, AI here is an interesting application for you. …
Configuration
Author(s): Benjamin Haller Originally published on Towards AI. Photo by Dose Media on Unsplash Applied Mathematics How Control-Allocation for Multirotor Systems Works A mathematical explanation of how drones function Seeing drones fly always makes you think how it can hold itself stable …
3 Levels of Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Data Science Top highlight Image by Benjamin O. Tayo This article will discuss what I consider to be the three levels of data science competency, namely: level 1 (basic level); level 2 …
Scrum 101 — Increasing Your Value
Author(s): Onur Okyol Originally published on Towards AI. Project Management Photo by Jo Szczepanska on Unsplash Customers, competitors, demands are many. We are more likely to quit the race every time we are left behind. Quality and speed are inseparable. We need …
Mathematics of Principal Component Analysis with R Code Implementation
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Data Science Image by Benjamin O. Tayo In machine learning, a dataset containing features (predictors) and discrete class labels (for a classification problem such as logistic regression); or features and continuous outcomes …
NLP News Cypher | 05.24.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Joss Woodhead on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 05.24.20 One for the Road ACL 2020 coming in July to a computer near you. Papers and accepted …
Towards AI Categories
Author(s): Towards AI Editorial Team Originally published on Towards AI. Source: Pexels Categories Below please find all of the categories for Towards AI in alphabetical order (A-Z) Last updated, March 1, 2021 U+1F916 Towards AI, the data-driven community, discusses artificial intelligence, data …
Docker — Containerization for Data Scientists
Author(s): Dhilip Subramanian Originally published on Towards AI. Top highlight Image by Markus Distelrath from Pixabay Data Science A simple explanation to containerization with Docker Data scientists come from different backgrounds. In today’s agile environment, it is highly essential to respond quickly …
Evaluation Metrics for Classification Problems
Author(s): Edward Ma Originally published on Towards AI. Data Science Photo by Edward Ma on Unsplash If you do not know how to justify whether model is good or not, it is similar to you want to get something but you do …
Key Machine Learning Definitions
Author(s): Roberto Iriondo Originally published on Towards AI. Machine Learning Source: Pexels Below please find a searchable glossary of terms that are relevant to the scientific field of machine learning — on ongoing growth. This glossary is by no means complete. If …
NLP News Cypher | 05.17.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Sherly Tay on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 05.17.20 Oasis You may have heard, Elon Musk isn’t very happy. And it didn’t help when the Head …
Create a Dataset for Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision Create a Dataset for Object Detection 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. …
Tips for a Successful Ph.D. in Machine Learning
Author(s): Ali S. Razavian Originally published on Towards AI. Education Photo by Mahdi Dastmard on Unsplash Ph.D. is one of the few practices that almost no one does it twice. There are lots of people with multiple M.Sc.s or are repeat entrepreneurs. …
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