The Limits of Deep Learning
Author(s): Frederik Bussler Originally published on Towards AI. Deep Learning: Diminishing Returns? – Semiwiki Photo by Luca Ambrosi on Unsplash GPT-3, the latest state-of-the-art in Deep Learning, achieved incredible results in a range of language tasks without additional training. The main difference …
The Limits of Deep Learning
Author(s): Frederik Bussler Deep Learning Big compute needs limit performance, calling for more efficiency. Photo by Luca Ambrosi on Unsplash GPT-3, the latest state-of-the-art in Deep Learning, achieved incredible results in a range of language tasks without additional training. The main difference between …
Curated List of Clustering Resources
Author(s): Durgesh Samariya Last updated on July 31, 2020. I am continuously updating this post. Photo by Pietro Jeng on Unsplash Clustering or Cluster analysis is the task of grouping a set of objects in such a way that objects in the same group …
Deep Computer Vision for the Detection of Tantalum and Niobium Fragments in High Entropy Alloys
Author(s): Akshansh Mishra Computer Vision Deep Computer Vision is capable of doing object detection and image classification task. In image classification tasks, the particular system receives some input image and the system is aware of some predetermined set of categories or labels. …
What is the practical impact?
Author(s): Francisco Utrera Originally published on Towards AI. We discovered a novel way to use adversarially-trained deep neural networks (DNNs) in the context of transfer learning to quickly achieve higher accuracy on image classification tasks — even when limited training data is …
Adversarially-Trained Deep Nets Transfer Better
Author(s): Francisco Utrera Machine Learning What is the practical impact? We discovered a novel way to use adversarially-trained deep neural networks (DNNs) in the context of transfer learning to quickly achieve higher accuracy on image classification tasks — even when limited training data is …
Implement a Neural Network from Scratch with NumPy
Author(s): Dorian Lazar Originally published on Towards AI. Background image source: Wikimedia Commons I think that the best way to really understand how a neural network works is to implement one from scratch. That is exactly what I going to do through …
Could Data Science Be Your Next Learning Adventure?
Author(s): Benjamin Obi Tayo Ph.D. Photo by Holly Mandarich on Unsplash Data Science Five reasons why data science is a good learning adventure to pursue I. Introduction Everyone is trying to learn something new to enhance their knowledge and acquire more skills for personal/professional …
Implement a Neural Network from Scratch with NumPy
Author(s): Dorian Lazar … a thing that is not as hard as you may think Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Recurrent Neural Networks for Dummies
Author(s): Daksh Trehan A perfect guide to Recurrent Neural Networks Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
COVID-19 Lockdown Impact Analysis
Author(s): Saiteja Kura Originally published on Towards AI. Analyze how the COVID-19 lockdown has effected daily movement using Google’s Community Mobility data. Photo by Falaq Lazuardi on Unsplash LOCKDOWN! I never heard of this word until March 2020. I was startled by …
COVID-19 Lockdown Impact Analysis using Python and Plotly.
Author(s): Saiteja Kura Let us analyze how COVID-19 lockdown has effected daily movement using Google’s Community Mobility data. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Using Excel reference functions in Pandas
Author(s): Michelangiolo Mazzeschi Full code available at my repo. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Python Basics — 3: If Statements, User Input, While Loop
Author(s): Durgesh Samariya Originally published on Towards AI. Day 3 of 100 Days of Machine Learning Photo by Pakata Goh on UnsplashIf StatementConditional TestsIf-Elif-Else StatementUser InputWhile LoopBreak and Continue in the loop If statements are used to check conditions. Let’s have a …
Python Basics — 3: If Statements, User Input, While Loop
Author(s): Durgesh Samariya Day 3 of 100 Days of Machine Learning code challenge Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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