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This New Startup Is Designed to Take Down AWS and DevOps Jobs
Author(s): Shubh Patni Originally published on Towards AI. Photo by Thao Le Hoang on Unsplash Are you a founder or running your business on the cloud? Are you frustrated with your recurring cloud maintenance, DevOps salaries, and cloud costs? Render is a …
How Tesla has been Optimizing its Software and Hardware for FSD Capabilities and a Hyper Efficient Robo-Taxi Fleet?
Author(s): Sandeep Aswathnarayana Originally published on Towards AI. Computer Vision, Self Driving Cars FSD Chip Tour, Solving the Vision Problem, Fleet Learning using Data Engine, Object Detection using Vector Space, Sensor Redundancy, Shadow Mode, Robo-Taxi Cost Model, and more. The Long Tail …
PopTheBubble — A Product Idea for Measuring Media Bias
Author(s): Sanghamesh Vastrad Originally published on Towards AI. Product Management A Product Manager’s Perspective on building a Crowdsourced Media Bias Tracker and Anonymous Political News Aggregator Photo by airfocus on Unsplash A couple of months ago, I decided to try something new. …
NLP News Cypher | 08.23.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by adrianna geo on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 08.23.20 Fury What a week. Let’s recap. If you haven’t heard, we released the NLP Model Forge U+1F648 …
Create your Mini-Word-Embedding from Scratch using Pytorch
Author(s): Balakrishnakumar V Originally published on Towards AI. 1. CBOW : Illustration by Author On a lighter note, the embedding of a particular word (In Higher Dimension) is nothing but a vector representation of that word (In Lower Dimension). Where words with …
How Branchless Programming Can Speed Up Excel
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. An Example of Branchless Logic Using Excel for Classification Source: Unsplash This is an article that uses the IRIS flowers dataset and the geometric mean classifier as an example to introduce the application of …
Predicting Heart Failure Survival with Machine Learning Models — Part II
Author(s): Anirudh Chandra Originally published on Towards AI. Photo by Jair Lázaro on Unsplash The second part of the step-by-step walk-through to analyze and predict the survival of heart failure patients. Preface In the previous post, we looked at the heart failure …
Underwater Trash Detection using Opensource Monk Toolkit
Author(s): Abhishek Annamraju Originally published on Towards AI. Computer Vision The entire code for this application is available in Monk Object Detection Library’s Application Model Zoo Introduction Underwater Waste is a huge environmental problem affecting aquatic habitat drastically. Marine debris includes plastic, …
Azure Cognitive Services Sentiment Analysis v3.0 using Databricks PySpark
Author(s): Rory McManus Originally published on Towards AI. Cloud Computing, Natural Language Processing Azure Cognitive Services Text Analytics is a great tool you can use to quickly evaluate a text data set for positive or negative sentiment. For example, a service provider …
ECCV 2020 Best Paper Award | A New Architecture For Optical Flow
Author(s): Louis Bouchard Originally published on Towards AI. Paper’s introduction Photo by Cris Ovalle on Unsplash ECCV 2020 Best Paper Award Goes to Princeton Team.They developed a new end-to-end trainable model for optical flow.Their method beats state-of-the-art architectures’ accuracy across multiple datasets …
NLP News Cypher | 09.06.20
Author(s): Ricky Costa Originally published on Towards AI. Ivan Aivazovsky — Istanbul NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 09.06.20 Revival Welcome back, and what a week?!?! Time to say goodbye to Summer. U+1F631 Oh, and please don’t forget …
Supermasks: A Simple Introduction and Implementation in PyTorch
Author(s): Kourosh T. Baghaei Originally published on Towards AI. The general understanding of neural networks is that computations are required in order to adjust the weights of a neural network so that it could perform a certain task on a given dataset. …
The Beginners' Guide to map, zip, and filter Functions in Python
Author(s): Chetan Ambi Originally published on Towards AI. Syntax: Photo by Jude Infantini on Unsplash At first, the usage of map, zip, and filter functions seem intimidating for beginners in Python programming. The goal of this article is to provide you details …
Machine Learning Interview Questions-1
Author(s): Gundluru Chadrasekhar Originally published on Towards AI. Careers, Machine Learning Photo by JESHOOTS.COM on Unsplash A Machine Learning Engineer has to cover the breadth concepts in ML, DL , Probability , Stats, and coding with a good depth of understanding . …
The SimCLRv2 Framework
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. A huge, Self-Learning Algorithm usually performs much better… Img_Credit Huge Self-Supervised Models are Strong Semi-Supervised learners.. IntroductionKey insightResultsWhy it mattersI’m thinkingThe era of Computer Vision is upon us… U+007C Img_Credit The long-standing problem …
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