Developing Your First REST API with Python using the Flask Framework
Author(s): Sanket Kangle Programming Photo by Tim Johnson on Unsplash What is an API? API stands for application programming interface; it is an intermediate interface for the website or mobile application to communicate with the backend logic. In simple terms Its like a messenger …
AWS re:Invent 2020 Machine Learning Keynote Recap & Highlights
Sharing Thoughts and Points to Ponder Author(s): Juv Chan Welcome to the first-ever Machine Learning Keynote at AWS re:Invent. It is a 2-hour virtual session delivered by Dr. Swami Sivasubramanian, VP of Amazon Machine Learning, on the latest developments, launches, and demos in AWS …
How Explainable AI (XAI) for Health Care Helps Build User Trust — Even During Life-and-Death…
Author(s): Gaugarin Oliver Artificial Intelligence, Opinion How Explainable AI (XAI) for Health Care Helps Build User Trust — Even During Life-and-Death Decisions Picture this: You’re using an AI model when it recommends a course of action that doesn’t seem to make sense. However, because …
The Deep Learning Tool We Wish We Had In Grad School
Author(s): Angela Jiang, Liam Li How Determined could have fixed our deep learning infrastructure problems Machine learning PhD students are in a unique position: they often need to run large-scale experiments to conduct state-of-the-art research but they don’t have the support of …
Build Natural Flower Classifier using Amazon Rekognition Custom Labels
Author(s): Juv Chan Computer Vision Building Natural Flower Classifier using Amazon Rekognition Custom Labels The Complete Guide with AWS Best Practices Image by Gerhard G. from Pixabay Introduction Building your own computer vision model from scratch can be fun and fulfilling. You get to …
Google Colab 101 Tutorial with Python — Tips, Tricks, and FAQ
Author(s): Saniya Parveez, Roberto Iriondo Source: Derivative from original by Bongkarn Thanyakij on Pexels An in-depth tutorial on how to use Google Colab with Python, along with Colab’s tips, tricks, and FAQ This tutorial’s code is available on Github and its full implementation as …
The First Rule About AI Club: You Don’t Talk About AI
Author(s): Massimiliano Costacurta Artificial Intelligence, Opinion How focusing on decisions can help you productionize you next AI project Internet is the best place in the world to turn your suspicions into nightmares: suspecting your partner is cheating on you? Every Facebook Like will …
Naive-Bayes Inference for Testing
Author(s): Lawrence Alaso Krukrubo Data Science Proof that Testing Accuracy is Simply Not Enough… Source: Pixabay Intro: Probability is the cornerstone of Artificial Intelligence. The management of uncertainty is key to many applications of AI, such as machine learning, filtering, robotics, computer vision, …
50+ Object Detection Datasets from different industry domains
Author(s): Abhishek Annamraju Computer Vision A list of object detection and image segmentation datasets (With colab notebooks for training and inference) to explore and experiment with different algorithms on! Free to use Image. Credits Computer Vision is such a fast-paced field that everyday …
MLOps Demystified…
Author(s): Shubham Saboo Machine Learning Efficiency is about doing better what’s already being done — Peter Drucker MLOps is modeled on the existing discipline of DevOps, the modern practice of efficiently building, deploying, and running enterprise-grade applications to shorten the systems development life cycle and …
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