Starbucks Capstone Project
Author(s): Vishal Siram Data Analytics Analysis of Starbucks CustomerΒ Data Source: Pexels Starbucks Capstone Challenge Introduction Starbucks has provided a dataset that emulates the behavior of customers using the Starbucks rewards mobile app. The Starbucks app provides a way to advertise and share …
Intro to Neural Networks Part IIβββBrilliant.org
Author(s): Alison Sin These are the notes I’ve taken while going through this course at Brilliant.org. :) since a premium membership might not be universally… Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Intro to Neural Networks Part II β Brilliant.org
Author(s): Alison Sin Originally published on Towards AI. What is Training a Neural Network? These are the notes Iβve taken while going through this course at Brilliant.org. π since a premium membership might not be universally accessible and they did an outstanding …
3 Ways to Collect Big Data with your PC
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. How and where to find data on the internet? This article is intended to be technical. I hope you can apply the content of this article to improve your work and your skills. Photo …
Deploying Machine Learning Models as API using AWS
Last Updated on June 12, 2020 by Editorial Team Author(s): Tharun Kumar Tallapalli Machine Learning, Cloud Computing A guide to accessing SageMaker machine learning model endpoints through API using a Lambda function. As a machine learning practitioner, I used to build models. …
Beginners Guide to Convolutional Neural Network from ScratchβββKuzushiji-MNIST
Last Updated on June 12, 2020 by Editorial Team Author(s): Satsawat Natakarnkitkul Machine Learning Beginner Guide to Convolutional Neural Network from ScratchβββKuzushiji-MNIST Figure 1: Convolutional Neural Network (Source: https://en.wikipedia.org/wiki/Convolutional_neural_network) In the previous post, which you can check it out here, I have …
AI, Sustainability Tweets: Sentiment Analysis Using Pre-trained Models
Author(s): Michelangiolo Mazzeschi I am using nltk Machine Learning library to perform this sentiment analysis. Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Underfitting & OverfittingβββThe Thwarts of Machine Learning ModelsββAccuracy
Author(s): Saniya Parveez Machine Learning Underfitting & OverfittingβββThe Thwarts of Machine Learning ModelsββAccuracy Introduction The Data Scientists remain spellbound and never bother to think about time spent when the Machine Learning modelβs accuracy becomes apparent. More important, though, is the fact that …
Quantitative AbilityβββA Requirement for Data Science/Business Analytics Programs
Author(s): Benjamin Obi Tayo Ph.D. Analyzing various four year degree programs that can prepare you for a master degree in data science or business analytics Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Intro to Neural Networks (Brilliant.org)
Author(s): Alison Sin Neural Networks These are the notes Iβve taken while going through this course at Brilliant.org.Β π since a premium membership might not be universally accessible and they did an outstanding job explaining the concept in simple terms, I decided to …
Ontology Preludes Data Science: A COVID-19 Use Case
Author(s): Sven Van Poucke Sven Van Poucke, Brian Tvenstrup, Margot Vander Laenen, Werner Ceusters Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Quantitative Ability β A Requirement for Data Science/Business Analytics Programs
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Analyzing various four-year degree programs that can prepare you for a masterβs degree in data science or business analytics Image by Benjamin O. Tayo With several businesses and organizations turning to data …
Loading Different Data Files in Python
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. What is the structure of HDF5 files? Source: Pixabay Donβt we all just love pd.read_csv()β¦ Itβs probably the most endearing line from our dear, pandas library. No doubts, when it comes to tabular …
Understanding the IoU Metric in Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision https://images.unsplash.com/photo-1453728013993-6d66e9c9123a?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=1950&q=80 Introduction In this post, we will cover the metric used for the evaluation of the object detection model. The metric is invariant of algorithms whether one uses RCNN, Fast-RCNN, Faster- RCNN, …
Teaching Physics with Zoom
Author(s): Benjamin Obi Tayo Ph.D. Using a combination of PowerPoint slides and the Paint app, live physics lectures on Zoom can be conducted to mimic face-to-face delivery Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …