Ontology Preludes Data Science: A COVID-19 Use Case
Author(s): Sven Van Poucke Sven Van Poucke, Brian Tvenstrup, Margot Vander Laenen, Werner Ceusters Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Quantitative Ability — A Requirement for Data Science/Business Analytics Programs
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Analyzing various four-year degree programs that can prepare you for a master’s degree in data science or business analytics Image by Benjamin O. Tayo With several businesses and organizations turning to data …
Loading Different Data Files in Python
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. What is the structure of HDF5 files? Source: Pixabay Don’t we all just love pd.read_csv()… It’s probably the most endearing line from our dear, pandas library. No doubts, when it comes to tabular …
Understanding the IoU Metric in Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision https://images.unsplash.com/photo-1453728013993-6d66e9c9123a?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=1950&q=80 Introduction In this post, we will cover the metric used for the evaluation of the object detection model. The metric is invariant of algorithms whether one uses RCNN, Fast-RCNN, Faster- RCNN, …
Teaching Physics with Zoom
Author(s): Benjamin Obi Tayo Ph.D. Using a combination of PowerPoint slides and the Paint app, live physics lectures on Zoom can be conducted to mimic face-to-face delivery Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Sentiment Analysis on Movie Reviews with NLP Achieving 95% Accuracy
Author(s): Michelangiolo Mazzeschi Full code available at my Github repository. The primary source is available on Kaggle Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
AI Ethics: Identifying Your Ethnicity and Gender
Author(s): Allen Jiang Originally published on Towards AI. Exploring Natural Language Processing (NLP) and Machine Learning Why is this an important question? Ultimately this is a stepping stone to answering the ethical question: should we teach Artificial Intelligence to detect your ethnicity? …
MuZero: Master Board and Atari Games with The Successor of AlphaZero
Author(s): Sherwin Chen Reinforcement Learning A gentle introduction to MuZero Image by FelixMittermeier from Pixabay Introduction Although model-free reinforcement learning algorithms have shown great potential in solving many challenging tasks, such as StarCraft and Dota, they are still far from state of the art …
NLP News Cypher | 06.07.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by John Fowler on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 06.07.20 Revelations On the North Dakota Canadian border, therein lies a pyramid… declassified A cold war relic, symbolizing …
Why Do Customers Leave?
Author(s): Mahbubul Alam The data science of customer churn: finding causality, not correlation Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Copy and Paste Programming in Data Science
Author(s): Benjamin Obi Tayo Ph.D. How you can use GitHub and Medium to leverage productivity and efficiency in your data science projects Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
GPT-3 from OpenAI is here and it’s a Monster
Author(s): Przemek Chojecki Originally published on Towards AI. Machine Learning The newest GPT-3 from OpenAI has 175 billion parameters and it is 10 times larger than the previous largest model, Turing-NLG from Microsoft. The behavior that emerges from this large model is …
GPT-3 from OpenAI it’s Here and it’s a Monster
Author(s): Przemek Chojecki 175 billion parameters, 10 times larger than the previous largest model, GPT-3 is the largest trained Transformer to date. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
What’s ‘naive’ about Naive Bayes Classifier?
Author(s): Ramya Vidiyala Naive Bayes in a Nutshell Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
6 Minutes Mantra To Create Resources On Google Cloud
Author(s): Ritheesh Baradwaj Yellenki Originally published on Towards AI. Cloud Computing How to create computing resources using Google Deployment Manager within a few steps Made using Canva I have a friend who is good at Machine Learning, like the genius of that …
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