Classifying Credit-Loan Customers
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. 4a. K-Nearest-Neighbour Classifier (KNN): Intro.Exploratory data analysis.Feature-Engineering.Modeling and Evaluation.Conclusion.The classification decision should be based on some science… In August 2018, an article by the New York Post showed that more Americans were defaulting …
NLP News Cypher | 05.03.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Dwinanda Nurhanif Mujito on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 05.03.20 Freedom Last week, so much happened. ICLR was a great digital turnout and there were tons …
35 Words About Uncertainty, Every AI-Savvy Leader Must Know
Author(s): Yannique Hecht Originally published on Towards AI. Artificial Intelligence Think you can explain these? Put your knowledge to the test! [This is the 3rd part of a series. Make sure you read about Search and Knowledge before continuing. Future topics include …
The Role of AI in Cybersecurity
Author(s): Zfort Group Originally published on Towards AI. What’s the first thing you think of when you hear “hacker”? A solo user hunched over a computer and doing some loud typing to hack the network? Nothing of the sort! The present-day world …
From MAML to MAML++
Author(s): Edward Ma Originally published on Towards AI. Training Instability: Photo by Edward Ma on Unsplash Imagine that you only see dog a few times, human beings are able to recognize a new concept or idea and recognizing dog later on. Meta-Learning …
How to Perform Speech Synthesis in Python
Author(s): Tommaso De Ponti Originally published on Towards AI. Introduction to Text-To-Speech(TTS) in Python to perform useful tasks Photo by Michal Czyz on Unsplash Text to speech (TTS) is the use of software to create an audio output in the form of …
Ensure Success of Every Machine Learning Project
Author(s): Mukul Malik Originally published on Towards AI. Computational level: -by geek-and-poke.com under CC-BY-3.0 Machine Learning projects can convince even an atheist that ‘the devil is in the detail’. Allegedly, a report from Gartner predicted that 85% of the Machine Learning projects …
NLP News Cypher | 04.26.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Cherise Evertz on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 04.26.20 Recursion Last week was a whirlwind. Thank you for your support. U+1F92F If you’re not in the …
From ContE to Entity Type Embeddings in Natural Language Processing
Author(s): Edward Ma Originally published on Towards AI. Photo by twinsfisch on Unsplash In the previous story, TransE (Border et al., 2013) use a translating mechanism to transform subject (s) by the predicate (p) to object (o). Just like word2vec, we can …
9 ???? Object Detection Datasets
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Photo by Jimmy Chang on Unsplash Starter code Available using Monk Libraries In this article, I am going to share a few datasets for Object Detection. Starter code is provided in Github and …
21 Words About Knowledge, Every AI-Savvy Leader Must Know
Author(s): Yannique Hecht Originally published on Towards AI. Artificial Intelligence Think you can explain these? Put your knowledge to the test! [This is the 2nd part of a series. Make sure you read about Search Algorithms before continuing. Future topics include Uncertainty, …
Deep Learning in Enterprise for Team Members
Author(s): Ali S. Razavian Originally published on Towards AI. Deep Learning Photo by John Schnobrich on Unsplash In this article, I’m trying to address some of the strategic mistakes that development teams do in industry and try to come up with a …
NLP Colab Repository
Author(s): Ricky Costa Originally published on Towards AI. Photo by rolf neumann on Unsplash More than 100 Colab Notebooks Running AI Models In January, we released the Big Bad NLP Database to help ML developers get exposed to quality and diverse datasets. …
NLP News Cypher | 04.19.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Pawel Nolbert on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 04.19.20 Parallels The universe runs on a simple rule, and it could be, that the framework of this …
Meta-Learning in NLP Classification
Author(s): Edward Ma Originally published on Towards AI. Learning to learn Unlike 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 one …
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