Understanding my browsing pattern using pandas and seaborn

Understanding my browsing pattern using Pandas and Seaborn https://unsplash.com/photos/vVIwtmqsIuk By three methods we may learn wisdom. First, by reflection, which is noblest; Second, by imitation, which...

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Understanding my browsing pattern using Pandas and Seaborn https://unsplash.com/photos/vVIwtmqsIuk By three methods we may learn wisdom. First, by reflection, which is noblest; Second, by imitation, which is easiest; and third by experience, which is the bitterest. — Confucius For the purpose of tracking the time I spend on a browser, I use the Limitless extension on Chrome. While...
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I uncovered 1,150+ Coursera courses that are still completely free

Are Coursera courses still free? At Class Central, I get that question so often that I wrote a guide to answer it. Generally speaking, Coursera courses...

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Are Coursera courses still free? At Class Central, I get that question so often that I wrote a guide to answer it. Generally speaking, Coursera courses are free to audit but if you want to access graded assignments or earn a Course Certificate, you will need to pay. This change was first announced in October 2015,...
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Clustering the Top 1%: Asset Analysis in R

Cluster Dendrogram of Affluent US Households The recent tax reform bill passed in the US has raised a lot of questions about wealth distribution in...

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Cluster Dendrogram of Affluent US Households The recent tax reform bill passed in the US has raised a lot of questions about wealth distribution in the country. While there’s been a lot of focus on how the tax plan will impact income, there’s been less attention focused on how this plan impacts the assets of...
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Learn how to select the best performing linear regression for univariate models

Find out which linear regression model is the best fit for your data Inspired by a question after my previous article, I want to tackle an...

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Find out which linear regression model is the best fit for your data Inspired by a question after my previous article, I want to tackle an issue that often comes up after trying different linear models: You need to make a choice which model you want to use. More specifically, Khalifa Ardi Sidqi asked: “How to determine...
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How Pytorch gives the big picture with deep learning

Pic from https://www.pexels.com/ (they’re great and don’t even require attribution!) Some time ago we saw how to classify texts with neural networks. The article covered...

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Pic from https://www.pexels.com/ (they’re great and don’t even require attribution!) Some time ago we saw how to classify texts with neural networks. The article covered the following topics: What is a machine learning model What is a neural network How the neural network learns How to manipulate data and pass it to the neural network inputs How to run...
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Colorize B&W photos with a 100-line neural network

Earlier this year, Amir Avni used neural networks to troll the subreddit/r/Colorization — a community where people colorize historical black and white images manually using Photoshop. They...

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Earlier this year, Amir Avni used neural networks to troll the subreddit/r/Colorization — a community where people colorize historical black and white images manually using Photoshop. They were astonished with Amir’s deep learning bot. What could take up to a month of manual labour could now be done in just a few seconds. I was fascinated by Amir’s...
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Data Explorer: A hidden treasure chest for IT professionals

Do you ever wonder what technology professionals use in the IT industry? Which tools are trending? There are many resources that you can read to...

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Do you ever wonder what technology professionals use in the IT industry? Which tools are trending? There are many resources that you can read to answer these questions, like Google Trends or ITJobswatch. But what if you want more insight? Enter the Stack Exchange Data Explorer (SEDE), where you can find fine-grained information about all Stack...
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How I built an app that follows the Stock Market for a freeCodeCamp challenge.

Photo by peggy pardo on Unsplash — https://unsplash.com/photos/a6z2tYFEjR8 I was working on an app from the FreeCodeCamp curriculum, and thought others might find it interesting. In this...

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Photo by peggy pardo on Unsplash — https://unsplash.com/photos/a6z2tYFEjR8 I was working on an app from the FreeCodeCamp curriculum, and thought others might find it interesting. In this article, you can read the full documentation for the building process. Enjoy! “Failure isn’t a necessary evil. In fact, it isn’t evil at all. It is a necessary consequence of doing...
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How you can use linear regression models to predict quadratic, root, and polynomial functions

When reading articles about machine learning, I often suspect that authors misunderstand the term “linear model.” Many authors suggest that linear models can only be...

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When reading articles about machine learning, I often suspect that authors misunderstand the term “linear model.” Many authors suggest that linear models can only be applied if data can be described with a line. But this is way too restrictive. Linear models assume the functional form is linear — not the relationship between your variables. I’ll show...
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What I’ve learned from competing in machine learning contests on Kaggle

Recently I decided to get more serious about my data science skills. So I decided to practice my skills, which led me to Kaggle. The experience...

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Recently I decided to get more serious about my data science skills. So I decided to practice my skills, which led me to Kaggle. The experience has been very positive. When I arrived at Kaggle, I was confused about what to do and how everything works. This article will help you to overcome the confusion that...
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