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 …
Having a Hard Time Building the Perfect Model?
Author(s): Davuluri Hemanth Chowdary Credits: Aron Visuals from Unsplash Results of a recent study of over 23,000 data professionals found that data scientists spend about 40% of gathering and cleaning data, 20% of their time building and selecting models, and 11% of …
Meme Generator (MemeGen) Using Deep Learning
Author(s): Ritheesh Baradwaj Yellenki MemeGen is a web application that generates memes automatically based on the expression of the human face in the given image. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Understanding Bias in the Simplest Plausible Way
Author(s): Anirudh Dayma I have recently started exploring Neural networks, and I came across the term activation function and biases. Activation function kinda made some sense to me, but I found it difficult to get the exact essence of biases in Neural …
Business Analytics or a Data Science Degree?
Author(s): Benjamin Obi Tayo Ph.D. Why a degree in business analytics might be a better option than a degree in data science Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Contributing a New Large Dataset for SARS-CoV-2 Identification via CT Scan
Author(s): Eduardo Soares and Plamen Angelov Source: Pexels An open-source dataset for the development of artificial intelligent methods able to identify patients infected by SARS-CoV-2 through computed tomography scan analysis You can find the dataset on Kaggle. For the detailed paper, please visit medRxiv. …
Classify Images of Clothing using Tensorflow
Author(s): Naina Chaturvedi Train a basic neural network model to classify images of clothing… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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 …
The Fibonacci Sequence: An Algorithm for Perfection
Author(s): Michelangiolo Mazzeschi Fibonacci Series Explained Easily Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
10 Technology Courses to Broaden Your Skillset
Author(s): Benjamin Obi Tayo Ph.D. Massive open online courses and specializations from top universities on in-demand tech fields such as data science, business analytics &… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
26 Words About Neural Networks, Every AI-Savvy Leader Must Know
Author(s): Yannique Hecht Artificial Intelligence Think you can explain these? Put your knowledge to the test! Source: NeedPix [This is the 6th part of a series. Make sure you read about Search, Knowledge, Uncertainty, Optimization, and Machine Learning before continuing. The next topic …
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 …
Convolution of Signals in 1-Dimension
Author(s): sinchana S.R Mathematics Convolution is one of the most useful operators that finds its application in science, engineering, and mathematics Convolution is a mathematical operation on two functions (f and g) that produces a third function expressing how the shape of …
Docker — Containerization for Data Scientists
Author(s): Dhilip Subramanian A simple explanation to containerization with Docker Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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