Topic: Deep Learning
This page features most recent and most popular posts on Deep Learning.
Latest posts on Deep Learning
I have a joke about … - Aug 1, 2020I have a machine learning joke, but it is not performing as well on a new audience. We bring you a selection of the nerdy self-referential computer jokes that were popular on the web recently.- Deep Learning for Signal Processing: What You Need to Know - Jul 27, 2020Signal Processing is a branch of electrical engineering that models and analyzes data representations of physical events. It is at the core of the digital world. And now, signal processing is starting to make some waves in deep learning.
- Is depth useful for self-attention? - Jul 27, 2020Learn about recent research that is the first to explain a surprising phenomenon where in BERT/Transformer-like architectures, deepening the network does not seem to be better than widening (or, increasing the representation dimension). This empirical observation is in contrast to a fundamental premise in deep learning.
- Labelling Data Using Snorkel - Jul 24, 2020In this tutorial, we walk through the process of using Snorkel to generate labels for an unlabelled dataset. We will provide you examples of basic Snorkel components by guiding you through a real clinical application of Snorkel.
- Recurrent Neural Networks (RNN): Deep Learning for Sequential Data - Jul 20, 2020Recurrent Neural Networks can be used for a number of ways such as detecting the next word/letter, forecasting financial asset prices in a temporal space, action modeling in sports, music composition, image generation, and more.
Most popular (badge-winning) recent posts on Deep Learning
- I have a joke about … [Silver Blog]I have a machine learning joke, but it is not performing as well on a new audience. We bring you a selection of the nerdy self-referential computer jokes that were popular on the web recently.
- Free MIT Courses on Calculus: The Key to Understanding Deep Learning [Gold Blog]Calculus is the key to fully understanding how neural networks function. Go beyond a surface understanding of this mathematics discipline with these free course materials from MIT.
- Getting Started with TensorFlow 2 [Silver Blog]Learn about the latest version of TensorFlow with this hands-on walk-through of implementing a classification problem with deep learning, how to plot it, and how to improve its results.
- Learning by Forgetting: Deep Neural Networks and the Jennifer Aniston Neuron [Gold Blog]DeepMind’s research shows how to understand the role of individual neurons in a neural network.
- The Most Important Fundamentals of PyTorch you Should Know [Silver Blog]PyTorch is a constantly developing deep learning framework with many exciting additions and features. We review its basic elements and show an example of building a simple Deep Neural Network (DNN) step-by-step.
- A Complete guide to Google Colab for Deep Learning [Gold Blog]Google Colab is a widely popular cloud service for machine learning that features free access to GPU and TPU computing. Follow this detailed guide to help you get up and running fast to develop your next deep learning algorithms with Colab.
- Deep Learning for Detecting Pneumonia from X-ray Images [Silver Blog]This article covers an end to end pipeline for pneumonia detection from X-ray images.
- Deep Learning for Coders with fastai and PyTorch: The Free eBook [Gold Blog]If you are interested in a top-down, example-driven book on deep learning, check out the draft of the upcoming Deep Learning for Coders with fastai & PyTorch from fast.ai team.
- The Best NLP with Deep Learning Course is Free [Platinum Blog]Stanford's Natural Language Processing with Deep Learning is one of the most respected courses on the topic that you will find anywhere, and the course materials are freely available online.
- Deep Learning: The Free eBook [Gold Blog]"Deep Learning" is the quintessential book for understanding deep learning theory, and you can still read it freely online.
- How Deep Learning is Accelerating Drug Discovery in Pharmaceuticals [Gold Blog]The goal of this essay is to discuss meaningful machine learning progress in the real-world application of drug discovery. There’s even a solid chance of the deep learning approach to drug discovery changing lives for the better doing meaningful good in the world.
- The Data Science Puzzle — 2020 Edition [Silver Blog]The data science puzzle is once again re-examined through the relationship between several key concepts of the landscape, incorporating updates and observations since last time. Check out the results here.
- Top 5 must-have Data Science skills for 2020 [Gold Blog]The standard job description for a Data Scientist has long highlighted skills in R, Python, SQL, and Machine Learning. With the field evolving, these core competencies are no longer enough to stay competitive in the job market.
- AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2019 and Key Trends for 2020 [Gold Blog]As we say goodbye to one year and look forward to another, KDnuggets has once again solicited opinions from numerous research & technology experts as to the most important developments of 2019 and their 2020 key trend predictions.
- 10 Free Top Notch Machine Learning Courses [Gold Blog]Are you interested in studying machine learning over the holidays? This collection of 10 free top notch courses will allow you to do just that, with something for every approach to improving your machine learning skills.
- Open Source Projects by Google, Uber and Facebook for Data Science and AI [Gold Blog]Open source is becoming the standard for sharing and improving technology. Some of the largest organizations in the world namely: Google, Facebook and Uber are open sourcing their own technologies that they use in their workflow to the public.
- Facebook Has Been Quietly Open Sourcing Some Amazing Deep Learning Capabilities for PyTorch [Silver Blog]The new release of PyTorch includes some impressive open source projects for deep learning researchers and developers.
- Activation maps for deep learning models in a few lines of code [Silver Blog]We illustrate how to show the activation maps of various layers in a deep CNN model with just a couple of lines of code.
- 5 Famous Deep Learning Courses/Schools of 2019 [Gold Blog]Deep Learning is/has become the hottest skill in Data Science at the moment. There is a plethora of articles, courses, technologies, influencers and resources that we can leverage to gain the Deep Learning skills.
- 12 Deep Learning Researchers and Leaders [Silver Blog]Our list of deep learning researchers and industry leaders are the people you should follow to stay current with this wildly expanding field in AI. From early practitioners and established academics to entrepreneurs and today’s top corporate influencers, this diverse group of individuals is leading the way into tomorrow’s deep learning landscape.
- Which Data Science Skills are core and which are hot/emerging ones? [Gold Blog]We identify two main groups of Data Science skills: A: 13 core, stable skills that most respondents have and B: a group of hot, emerging skills that most do not have (yet) but want to add. See our detailed analysis.
