Linear Regression Explained
Author(s): Daksh Trehan Originally published on Towards AI. Explaining Linear Regression as easy as it could be. Designed on canva.com by Daksh Trehan It is often the first machine-learning algorithm to be taught due to its fundamental nature. It is part of …
Best Machine Learning Blogs to Follow in 2020
Author(s): Roberto Iriondo Originally published on Towards AI. References Source: Pixabay From researchers to students, industry experts, and machine learning (ML) enthusiasts — keeping up with the best and the latest machine learning research is a matter of finding reliable sources of …
Data Science, Alexander of the Times Ahead
Author(s): Saiteja Kura Originally published on Towards AI. Now, where is the opportunity for data scientists here? Why is it such a lucrative profession to be in? Designed using Canva. Raise your hands if you ever heard about Data Science! It has …
New Multilingual Model — XTREME
Author(s): Edward Ma Originally published on Towards AI. Data Size Correlation Photo by Edward Ma on Unsplash Developing general-purpose multilingual representations is a trend in recent years. Most of the earlier models are developed based on English while we have several thousand …
Random Error Quantification in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Every machine learning algorithm has an inherent random error that must be assessed and quantified Image by Benjamin O. Tayo Every machine learning model has an inherent random error. This error arises …
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 …
Dashboard Creation Using R Shiny
Author(s): Suyash Maheshwari Originally published on Towards AI. Shiny is an R package that is used to build interactive dashboards that can be used to display predictions. It can be used by programmers to communicate the findings of data to organization members …
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 …
End to End Tree Based Algorithm I: Decision Tree
Author(s): Pushkar Pushp Originally published on Towards AI. Which path to choose !! Introduction This blog aims to introduce readers to the concept of decision trees, intuition, and mathematics behind the hood. In the course of the journey, we will learn how …
Data Visualization — An Underrated Art
Author(s): Saiteja Kura Originally published on Towards AI. 1. Data-Ink Ratio It is essential to choose the right one! (Source — Data Science Central) Raise your hands if you ever came across the terms data visualization and data visualization tools like Tableau …
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 …
What? How? Why? — In the World of Data Science!
Author(s): Deepak Sekar Originally published on Towards AI. In this article, we will see the three things that matter the most in the Data Science Process What — What is the Business requirement? What are the data sources and features? What is …
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