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 …
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 …
Docker β 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 todayβs 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 β on ongoing growth. This glossary is by no means complete. If …
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. …
Sign Language Classification Using Monk AI
Author(s): Shubham Gupta Originally published on Towards AI. Computer Vision Sign language is a communication tool for deaf and dumb people in which hand, facial and body movements are used to communicate. There are over 135 different sign languages all around the …
Linear Regression Explained
Author(s): Daksh Trehan Originally published on Towards AI. Explaining Linear Regression as easy as it could be. Designed on canva.com by Daksh Trehan It is often the first machine-learning algorithm to be taught due to its fundamental nature. It is part of …
Linear Regression Explained
Author(s): Daksh Trehan Originally published on Towards AI. Explaining Linear Regression as easy as it could be. Designed on canva.com by Daksh Trehan It is often the first machine-learning algorithm to be taught due to its fundamental nature. It is part of …
Best Machine Learning Blogs to Follow in 2020
Author(s): Roberto Iriondo Originally published on Towards AI. References Source: Pixabay From researchers to students, industry experts, and machine learning (ML) enthusiasts β keeping up with the best and the latest machine learning research is a matter of finding reliable sources of …
Best Machine Learning Blogs to Follow inΒ 2022
Source: PixabayΒ Keep up with the best and the latest machine learning (ML) research blogs through reliableΒ sources. Author(s): Roberto Iriondo From researchers to students, industry experts, and machine learning (ML) enthusiastsβββkeeping up with the best and the latest machine learning research is …