Winson Yeap

21 Added | 1 Magazine | 21 Likes | 2 Following | @winsonyeap94 | Keep up with Winson Yeap on Flipboard, a place to see the stories, photos, and updates that matter to you. Flipboard creates a personalized magazine full of everything, from world news to life’s great moments. Download Flipboard for free and search for “Winson Yeap”

Traveling salesman portrait in Python

Last week, Antonio S. Chinchón made an interesting post showing how to create a traveling salesman portrait in R. Essentially, the idea is to sample …

Machine Learning

Essentials of Deep Learning: Getting to know CapsuleNets (with Python codes)

Introduction<p>Neural networks have been around since the last century but in the last decade, they have reshaped how we see the world. From classifying …

Deep Learning

autoEDA - Automated exploratory data analysis

Introduction<p>autoEDA aims to automate exploratory data analysis in a univariate or bivariate manner. It has the ability to output plots created with …

Data Science

Laminar flow with ggplot2 and gganimate

PrefaceI’ve realized that all my previous posts were quite substantial in length and took quite a long time to create them. From this point forward …

R Language

ggstatsplot: ggplot2 Based Plots with Statistical Details

Overview<p>ggstatsplot is an extension of ggplot2 package for creating graphics with details from statistical tests included in the plots themselves and …

Data Science

Machine Learning Modelling in R : : Cheat Sheet

(This article was first published on <b> R – The R Trader</b>, and kindly contributed to R-bloggers)I came across this excellent article lately “Machine …

Machine Learning

15 Types of Regression you should know

(This article was first published on <b> ListenData</b>, and kindly contributed to R-bloggers)Regression techniques are one of the most popular statistical …

R Language

Why you should master the small multiple chart

(This article was first published on <b> r-bloggers | SHARP SIGHT</b>, and kindly contributed to R-bloggers)I’ve often said that the foundation of data …

Data Science

Microsoft now offers AI courses as a skill for your CV

Here’s something every tech company agrees on: the world needs more AI engineers. Microsoft is the latest firm to try to answer this demand, and this week, it launched a new course on its tech accreditation scheme (known as the Microsoft Professional Program) dedicated to artificial …

Artificial Intelligence

Automatic Image Captioning using Deep Learning (CNN and LSTM) in PyTorch

Introduction<p>Deep Learning is a very rampant field right now – with so many applications coming out day by day. And the best way to get deeper into …

Deep Learning

Data Wrangling Part 4: Summarizing and slicing your data

This is the fourth blog post in a series of dplyr tutorials. In this tutorial we will summarizing our data: i) counting cases and observations, ii) …

Data Science
Extreme Sports

Python Regular Expressions Cheat Sheet

The tough thing about learning data is remembering all the syntax. While at Dataquest we advocate getting used to consulting the Python …

Python Programming

Rethinking–or Remembering–Generalization in Neural Networks

Rethinking Generalization: the Google paper<p>Last year, ICLR 2017, a very interesting paper came out of Google claiming that<p>Which basically asks, why …

Algorithms

Regression Analysis

Chapter 6<p>Regression Analysis<p>Linear regression is an approach for modeling the linear relationship between two variables.<p>Ordinary Least Squares<p>The …

Anova

Steps to Perform Survival Analysis in R

(This article was first published on <b> R-posts.com</b>, and kindly contributed to R-bloggers)Another way of analysis?When there are so many tools and …

Data Science

Natural Language Processing for Beginners: Using TextBlob

Introduction<p>Natural Language Processing (NLP) is an area of growing attention due to increasing number of applications like chatbots, machine …

Natural Language Processing

The Ultimate Learning Path to Becoming a Data Scientist in 2018

Introduction<p>So you’ve taken the plunge. You want to become a data scientist. But where to begin? There are far too many resources out there. How do …

Data Science

n04, Jan 24: TensorFlow vs XGBoost; Machine Learning Pipelines in Python; Semi-Supervised Machine Learning

Features<p>Tutorials, Overviews<p>Opinions<p>News<p>Webcasts and Webinars<p>Courses, Education<p>Meetings<p>Jobs<p>Top Stories, Tweets<p>Image of the week<p>From Gradient Boosting …

What's the difference between data science, machine learning, and artificial intelligence?

When I introduce myself as a data scientist, I often get questions like “What’s the difference between that and machine learning?” or “Does that mean …

Machine Learning

Intermediate Tableau guide for data science and business intelligence professionals

Introduction<p><i>The greatest value of a picture is when it forces us to notice what we never expected to see.</i> – John W. Tukey<p>Let’s assume that you have …

Databases