Knowledge Graph Embeddings
Author(s): Edward Ma Originally published on Towards AI. Photo by chuttersnap on Unsplash In the previous stories, we introduced Introduction to Graph Embeddings, Random Walk in Node Embeddings, 4 Graph Neural Networks, and When GraphSAGE meets Pinterest. In this article, I introduce …
NLP News Cypher | 03.29.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Westwind Air Service on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.29.20 With a Little Help From My Friends Recorded a live feed of the (almost done) demo. …
Data Science Tools to Get Started in 2020
Author(s): Slava Vaniukov Originally published on Towards AI. Data science is a discipline that is gaining importance as the world becomes increasingly dependent on vast stores of digital information. It is the study of data involving methods of collecting, storing, and analyzing …
A Beginner’s Guide To Optimizing Julia Code
Author(s): ___ Originally published on Towards AI. How To Find And Fix Performance Bottlenecks In this article, I will share some tips to help speed up the Julia code. The goal is to help newcomers to this language be familiar with the …
Meta-Learning in Dialog Generation
Author(s): Edward Ma Originally published on Towards AI. Learning to learn Unlike a well-known dataset, our real life problem domain always only have small labeled dataset while we may not able to train a good model under this scenario. Data augmentation is …
The Small Data Revolution needed for Small Businesses
Author(s): Richa Verma Originally published on Towards AI. While big data is disrupting enterprises, how can small data with new-age technologies of machine learning, artificial intelligence, etc. disrupt small businesses? Read along! Photo by Stephen Dawson on Unsplash Rahul (name changed) is …
How to Deal with Major Challenges in Machine Learning
Author(s): Siddhesh Jadhav Originally published on Towards AI. Best practices for all the common challenges in every step of machine learning problem Photo by bady qb on Unsplash We often get blocked at different steps while working on a machine learning problem. …
Spatial Data Science Simplified
Author(s): Brenda Hali Originally published on Towards AI. Tools to use to perform it and where to learn it Stuck behind the paywall? Read here with my Friend Link For decades, geographers, geologists, researchers, and analysts from a wide variety of fields …
NLP News Cypher | 03.15.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Andrew Coelho on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.15.20 Keep it Movin’ How was your week? U+1F637 Same here. In light of recent events, we released …
The Role of Dataset Classes in Transfer Learning
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision Photo by Josh Applegate on Unsplash What do you do with a deep learning model …
NLP News Cypher | 03.08.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Nikolas Noonan on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.08.20 It Rages that Way Onward, we go. In last week’s column, I posed a problem w/r/t the …
5 Most Important Skills of a Data Scientist
Author(s): Angelia Toh Originally published on Towards AI. Being a Data scientist is considered the sexiest job of the 21st century and with good reason. In Linkedin 2020 Emerging Jobs Reports, Artificial intelligence was named the ‘Jobs of Tomorrow’ due to its …
Bad Data Equals Bad Predictive Model
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Always question the source and quality of your data before using it for analysis or model building Image Source: Benjamin O. Tayo Data is key to any data science and machine learning …
Data Science in HealthCare
Author(s): Bindhu Balu Originally published on Towards AI. Medicine and healthcare is a revolutionary and promising industry for implementing data science solutions. Data analytics is moving the medical science to a whole new level, from computerizing medical records to drug discovery and …
Geometric Transformations on Images
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision Table of contents Scaling Translation Rotation Affine Transformation Perspective Transformation Scaling Image scaling refers to …
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