towardsdatascience.com 2019-11-19 04:40 The Decade In Review With R Shiny! Visualising the evolution of the world development indicators during the past decade with R ShinyIt’s been a long year. Rather it’s been a looong decade. The ISIS has been...
towardsdatascience.com 2019-11-19 04:35 Unpacking the Complexity of Machine Learning Deployments Deploying and maintaining Machine Learning models at scale is one of the most pressing challenges faced by organizations today. Machine Learning workflow which includes Training,...
towardsdatascience.com 2019-11-19 04:16 Upgrade your memory on Google Colab FOR FREE Increase the 12GB limit to 25GBGoogle Colab has truly been a godsend, providing everyone with free GPU resources for their deep learning projects. However, sometimes I do find...
towardsdatascience.com 2019-11-18 21:17 How to create a machine learning dataset from scratch? My grandmothers cook book meets machine learning part IFigure 1: My grandmothers old, German cookbook: “Praktisches Kochbuch” by Henriette DavidisMy grandmother was an...
towardsdatascience.com 2019-11-18 19:18 Importance of Innovation Indicators utilizing Machine Learning The case of GreecePhoto by Anastasia Zhenina on UnsplashThis writing portrays an innovation analysis of Greece. The model-based feature importance of multiple machine learning...
towardsdatascience.com 2019-11-18 15:15 How to apply machine learning and deep learning methods to audio analysis Author: Niko Laskaris, Customer Facing Data Scientist, Comet.mlTo view the code, training visualizations, and more information about the python example at the end of this post,...
towardsdatascience.com 2019-11-18 15:12 Discovering the laws of physics with machine learning Using polynomial regression to model and reveal the force of gravityMachine learning is quite powerful not only in predicting which movie you want to watch next but also in...
towardsdatascience.com 2019-11-18 15:09 How to create a CLI in golang with cobra Photo by Marvin Meyer on UnsplashHave you ever wonder why in the world of GUI, CLI still exist? You’ll better understand it when you build one of your own.When you learn...
towardsdatascience.com 2019-11-18 15:03 NLP — Using SpacyR to Analyze Presidential Speeches NLP — Using SpacyR to Analyze Presidential SpeechesA simple guide for parts-of-speech (POS) analysisPhoto by History in HD on UnsplashFriendly nounsIn April 2018, Michal...
towardsdatascience.com 2019-11-18 14:57 The Power of Ensembles in Deep Learning Introducing DeepStack, a python package for building Deep Learning EnsemblesPhoto by Manuel Will on UnsplashEnsemble Building is the leading winning strategy for machine learning...
towardsdatascience.com 2019-11-18 14:47 The Difference Between ‘Available’ Data and ‘Accessible’ Data A bit of historyA few months back, our company enjoyed a retreat a few hours north of the city. We bonded, brainstormed, and set visions and goals for the development of our...
towardsdatascience.com 2019-11-18 12:31 Create your first ETL in Luigi This post is the part of Data Engineering Series.In previous posts, I discussed writing ETLs in Bonobo, Spark, and Airflow. In this post, I am introducing another ETL tool which...
towardsdatascience.com 2019-11-18 08:21 Complete Data Science Project Template with Mlflow for Non-Dummies. Best practices for everyone working either locally or in the cloud, from start-up ninja to big enterprise teams.Data science has come a long way as a field and business function...
towardsdatascience.com 2019-11-18 05:37 Illustrated: Self-Attention Inside AIStep-by-step guide to self-attention with illustrations and codeThe illustrations are best viewed on Desktop.What do BERT, RoBERTa, ALBERT, SpanBERT, DistilBERT,...
towardsdatascience.com 2019-11-18 05:12 Why data scientists still can’t code. Disclaimer: not all data scientists do, or even should have to, write production grade code. Whether they should is ultimately down to context. But if they could, it would make...
towardsdatascience.com 2019-11-18 05:00 10 questions, you always wanted to ask those organisations disrupted by AI, but never did! 10 questions you always wanted to ask about preparing organisations for AI disruption, but never did!Ms Rachel Falzon Vs Prof. Alexiei DingliMs Rachel Falzon, is a People...
towardsdatascience.com 2019-11-18 04:57 10 questions, you always wanted to ask an AI disruptor, but never did! Prof. Alexiei Dingli Vs Ms Rachel FalzonProfessor Alexiei Dingli has been working in Artificial Intelligence (AI) for the past two decades. In this first part of this two-part...
towardsdatascience.com 2019-11-18 04:38 Hypothesis Testing — The What, Why, and How Hypothesis Testing — The What, Why, and HowUnderstanding the intuition behind Hypothesis Testing. What exactly it is, why do we do it and how do to perform it. Let’s dive...
towardsdatascience.com 2019-11-18 04:15 Knowledge Distillation — A technique developed for compacting and accelerating Neural Nets Knowledge Distillation — A technique developed for compacting and accelerating Neural NetsPhoto by Kai Dahms on UnsplashThe recent growth has witnessed a marked up growth...
towardsdatascience.com 2019-11-17 20:56 Step by step guide to creating a Text-To-Voice-To-Text email assistant Photo by Charles 🇵🇭 on UnsplashIn this article, I will describe how to create your personal email secretary.This email secretary is an email application that reads your...
towardsdatascience.com 2019-11-17 20:01 Ingredients in a data program to jump-start data science Fig. 1 by Marjorie Sarnat. From left to right: Data Scientist, Business Manager, Data AnalystOver the past few years, I have come across data scientists who have a lot to offer...
towardsdatascience.com 2019-11-17 19:55 Question Answering with BERT, XLNET, XLM, and DistilBERT using Simple Transformers Question: How to use Transformers for Question Answering? Answer: Simple Transformers, duh! (See what I did there?)Photo by Camylla Battani on UnsplashQuestion Answering...
towardsdatascience.com 2019-11-17 18:10 How To Get Upvoted On Hacker News From someone whose maximum number of votes on HN is onePhoto by Ben White on UnsplashMotivationHacker News regularly publishes a dataset to Kaggle. As I looked at my posts go...
towardsdatascience.com 2019-11-17 17:59 PyTorch Deep Learning Template A clean and simple template to kick start your next dl project 🚀🚀The template is hereIn this article, we present you a deep learning template based on Pytorch. This...
towardsdatascience.com 2019-11-17 17:50 Is an expensive car cheaper in the long run? Dumsnålhet and price decrease in used carsImage from unsplash.comThere is a Swedish word, “Dumsnål”, which means “being cheap in a such a way that you end up losing...
