6 Things I Learned From Teaching R at Facebook

Between 2018 to 2019, I worked at Facebook as a data scientist — during that time I was involved in developing and teaching a class for R beginners. This was a two-day course that was taught about…

How can Videos be Used to Detect Your Personality?

How can Videos be Used to Detect Your Personality?. A time distributed deep bimodal approach to predict scores for Big-5 Personality traits based on videos from the First Impression Challenge.

ARIMA vs. Prophet: Forecasting Air Passenger Numbers

In this example, an ARIMA (Autoregressive Integrated Moving Average) model is built using R to forecast air passenger numbers using the San Francisco International Airport Report on Monthly Passenger…

Build Your First Shiny Web App in R

Do you want to make your R code publicly available for others to use? If you answered yes, then this article is for you as I will be showing you how to build your very first web application in R…

Accurately Labeling Subjective Question-Answer Content Using BERT

Kaggle released Q&A understanding competition at the beginning of 2020. This competition asks each team to build NLP models to predict the subjective ratings of question and…

Dissecting A Statistical Model In Python’s Statsmodels: Logistic Regression

This article will explain a statistical modeling technique with an example. I will explain a logistic regression modeling for binary outcome variables here. That means the outcome variable can have…

towardsdatascience.com 23 hours ago

Intel OpenVINO: Inference Engine

In my previous articles, I have discussed the basics of the OpenVINO toolkit and OpenVINO’s Model Optimizer. In this article, we will be exploring:- Inference Engine, as the name suggests, runs the…

Add Animated Charts To Your Dashboards With Streamlit-Python

I have been thinking of trying out Streamlit for a while. So last weekend, I spent some time tinkering with it. If you have never heard of this tool before, it provides a very friendly way to create…

PP-YOLO Surpasses YOLOv4 — Object Detection Advances

PP-YOLO evaluation metrics show improved performance over YOLOv4, the incumbent state of the art object detection model. Yet, the Baidu authors write: YOLO was originally authored by Joseph Redmon to…

Image Classifier — Zalando Clothing Store using Monk Library

This tutorial is about image classification on the Zalando Clothing Store dataset using Monk Library. In this dataset, there are high-res, color, and diverse images of clothing and models. This is…

medium.com_towards-ai 17 hours ago