APIs are not just about code
Author(s): Oryan Omer Originally published on Towards AI. Software Engineering So you want to be API-first? Deciding to become an API-first product is not a trivial decision to be made by a company. There needs to be a deep alignment throughout the …
The Impact of Artificial Intelligence on Business Leadership
Author(s): Jair Ribeiro Originally published on Towards AI. Exploring how leaders should adapt to Artificial Intelligence, enabling and learning new decision-making skills. Photo by LinkedIn Sales Solutions on Unsplash This member-only story is on us. Upgrade to access all of Medium. We …
Waging a war against light pollution to save the world — Machine Learning is all set to help
Author(s): Supriya Ghosh Originally published on Towards AI. Technology Light Pollution is a known phenomenon that is seeking significant attention globally due to its alarming rate of harming all living species including humans. It can prove hazardous if not monitored and controlled …
Amazon SageMaker Ground Truth Plus: Enhanced Data Labeling
Author(s): Juv Chan Originally published on Towards AI. Cloud Computing Highlights of AI & ML Launches at AWS re: Invent 2021 Keynotes AWS re:Invent 2021 — Opening Keynote with Adam Selipsky, CEO, Amazon Web Services Preface The year 2021 marks a memorable …
Making a social impact with crowdsourcing
Author(s): Magdalena Konkiewicz Originally published on Towards AI. Technology How crowdsourcing platforms such as Toloka, initially designed to power AI models, can be used for social good Image by Bob Dmyt from Pixabay Introduction Crowdsourcing is a popular tool to gather data …
The AI Monthly Top 3 — November 2021
Author(s): Louis Bouchard Originally published on Towards AI. The most interesting November’s AI breakthroughs with video demos, short articles, code, and paper reference. This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 …
Different Probability Distributions Part 2
Author(s): Priyansh Tripathi Originally published on Towards AI. Probability Now we will see the Continuous variable distributions whereas in part 1 we saw the discrete distributions. In continuous distributions the point probability is equal to “0” and some of the probabilities over …
Feature Importance of Data in Machine Learning with Python
Author(s): Amit Chauhan Originally published on Towards AI. Reducing input features technique for predictive modeling This member-only story is on us. Upgrade to access all of Medium. Photo by Alex Chumak on Unsplash Feature importance is a technique to know the importance …
Analysis on Biodiversity in National Parks Projects
Author(s): Karthik Bhandary Originally published on Towards AI. Data Analysis Photo by Tania Malréchauffé on Unsplash In this blog, we are going to be performing an analysis on the data set “Biodiversity in National Parks Projects”, which is available in Kaggle. We …
Accelerate innovation with machine learning (AIM212-L)
Author(s): Juv Chan Originally published on Towards AI. Artificial Intelligence Discover Hidden Gems of AI/ML Sessions in AWS re:Invent 2021 Image by p2722754 on Pixabay As an re:Invent attendee, you are absolutely spoilt for choice over the abundance of AI/ML sessions to …
Life is a Full Circle?
Author(s): Amir Memon Originally published on Towards AI. Careers A programmophobic Petroleum Engineer’s resilient journey towards Data ScienceU+2728 Photo by Marc Schulte on Unsplash October 2017. Flashback to my college freshmen year. I received an email from the Science & Technical Committee …
What is sampling and why it’s important?
Author(s): Ibrahim Israfilov Originally published on Towards AI. Statistics Intro This article will cover the basic notions of econometrics and OLS which include the first steps before starting the analysis, namely testing the assumptions for the unbiasedness of OLS. No matter whether …
Ship Detection on Sentinel-2 Images with Mask R-CNN Model
Author(s): Andrea C. Originally published on Towards AI. Deep Learning A time analysis of maritime traffic using PyTorch and open data Photo by Steve Doig on Unsplash As part of a larger ML project, we decided to explore the possibility to assess …
From Notebook to Production
Author(s): Eija-Leena Koponen Originally published on Towards AI. DevOps How to Bridge the Gap between Data Science and Engineering? Image by author Data Scientist was hyped to be the 21st century sexiest job. Now, in 2021, most of the companies have adopted …
Credit Default Modelling Using Decision Trees
Author(s): Jatindeep Singh Originally published on Towards AI. Detecting Credit Worthiness using Tree-based techniques Photo by Ryan Born on Unsplash Machine Learning Algorithms have historically been used in the Credit and Fraud Space. With the increase in computational power, the Industry has …
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