Fishing in Fortnite: decoding the Algorithm
Author(s): Michelangiolo Mazzeschi Can I decode the algo behind the fishing mechanism in Fortnite? Full code available at my repo. Continue reading on Towards AI » Published via Towards AI …
Solving the Vanishing Gradient Problem with Self-Normalizing Neural Networks using Keras
Author(s): Jonathan Quijas Machine Learning How to Improve Convergence and Performance of Deep Feed-Forward Neural Networks via a Simple Model Configuration Photo by Martin Sanchez on Unsplash Problem Statement Training deep neural networks can be a challenging task, especially for very deep models. …
70+ Image Classification Datasets from different industry domains — Part 2
Author(s): Abhishek Annamraju A list of single and multi-class Image Classification datasets (With colab notebooks for training and inference) to explore and experiment with different algorithms on! Free to use Image. Credits In the part-1 of this two-part blog series, a list of …
Naive-Bayes Inference for Testing
Author(s): Lawrence Alaso Krukrubo Data Science Proof that Testing Accuracy is Simply Not Enough… Source: Pixabay Intro: Probability is the cornerstone of Artificial Intelligence. The management of uncertainty is key to many applications of AI, such as machine learning, filtering, robotics, computer vision, …
You are Not Too Old to Become a Data Scientist
Author(s): Moeedlodhi Why making a career transition is not the end of the world. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Web Scraping with Selenium — Foods Around Jakarta (Part 1): Zomato
Author(s): Rizqi Eka Maulana Wondering what kind of foods (and drinks) The Big Durian has to offer? Let’s scrape it with Selenium! Soto and Nasi Uduk, a couple of Indonesia’s finest delicacies | Photo by Raphiell Alfaridzy on Unsplash Disclaimer: This article is …
Basic Linear Algebra for Deep Learning and Machine Learning Python Tutorial
Figure 1: A three-dimensional Euclidean space used to represent solutions of linear equations [1] [2]. Image is a vector derivative from “High-dimensional Simplexes for Supermetric Search” by Richard Connor, Lucia Vadicamo, and Fausto Rabitti [3]. An introductory tutorial to linear algebra for machine …
Enterprise-grade NER with spaCy
Author(s): Shubham Saboo Natural Language Processing Build Industrial strength Named Entity Recognition (NER) applications within minutes… spaCy = space/platform agnostic+ Faster compute Named Entity Recognition is one of the most important and widely used NLP tasks. It's the method of extracting entities (key information) …
How to Calculate a Sentiment Score for Words in Python
Author(s): George Pipis A practical example of how you can Calculate a Sentiment Score for a Token in Python Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Recommendation System Tutorial with Python using Collaborative Filtering
Author(s): Saniya Parveez, Roberto Iriondo Building a recommendation system using Python and collaborative filtering for a Netflix use case. Introduction A recommendation system generates a compiled list of items in which a user might be interested, in the reciprocity of their current …
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