A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone

Analytics Vidhya

Overview The attention mechanism has changed the way we work with deep learning algorithms Fields like Natural Language Processing (NLP) and even Computer Vision. The post A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone appeared first on Analytics Vidhya.

Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model

Analytics Vidhya

Overview Learn how you can use computer vision and deep learning techniques to work with video data We will build our own video classification. The post Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model appeared first on Analytics Vidhya.

4 Proven Tricks to Improve your Deep Learning Model’s Performance

Analytics Vidhya

Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk. The post 4 Proven Tricks to Improve your Deep Learning Model’s Performance appeared first on Analytics Vidhya.

Overcoming Deep Learning Stumbling Blocks

KDnuggets

Find out what was presented at the 6th annual Deep Learning Summit in London where industry leaders, academics, researchers, and innovative startups presenting the latest technological advancements and industry application methods in the field of deep learning.

Deep Learning: Past and Future

DataFloq

Deep learning is growing in both popularity and revenue. In this article, we will shed light on the different milestones that have led to the deep learning field we know today.

5 Amazing Deep Learning Frameworks Every Data Scientist Must Know! (with Illustrated Infographic)

Analytics Vidhya

The post 5 Amazing Deep Learning Frameworks Every Data Scientist Must Know! Deep Learning Infographics Python caffe deep learning deep learning framework deeplearning4j keras python pytorch tensorflowIntroduction I have been a programmer since before I can remember. I enjoy writing codes from scratch – this helps me understand that topic. with Illustrated Infographic) appeared first on Analytics Vidhya.

12 Deep Learning Researchers and Leaders

KDnuggets

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.

Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images

Analytics Vidhya

Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning. The post Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images appeared first on Analytics Vidhya.

Practical Deep Learning

Dataiku

If this month’s Google I/O conference is any indication , then incorporating machine learning (and deep learning) into existing products and processes to make them more efficient or useful is the future. data science deep learning Education

Using the Power of Deep Learning for Cyber Security (Part 2) – Must-Read for All Data Scientists

Analytics Vidhya

Introduction We are in the midst of a deep learning revolution. Unprecedented success is being achieved in designing deep neural network models for building. The post Using the Power of Deep Learning for Cyber Security (Part 2) – Must-Read for All Data Scientists appeared first on Analytics Vidhya. Deep Learning cyber security deep learning Neural network

5 Famous Deep Learning Courses/Schools of 2019

KDnuggets

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.

A 2019 Guide to Speech Synthesis with Deep Learning

KDnuggets

In this article, we’ll look at research and model architectures that have been written and developed to do just that using deep learning. 2019 Sep Tutorials, Overviews Deep Learning NLP Speech

Deep Learning Next Step: Transformers and Attention Mechanism

KDnuggets

With the pervasive important of NLP in so many of today's applications of deep learning, find out how advanced translation techniques can be further enhanced by transformers and attention mechanisms. 2019 Aug Tutorials, Overviews Attention Deep Learning NLP Transformer

Research Guide for Depth Estimation with Deep Learning

KDnuggets

In this guide, we’ll look at papers aimed at solving the problems of depth estimation using deep learning. 2019 Nov Tutorials, Overviews Deep Learning Neural Networks Research

Comprehensive Guide to Text Summarization using Deep Learning in Python

Analytics Vidhya

Introduction “I don’t want a full report, just give me a summary of the results” I have often found myself in this situation – The post Comprehensive Guide to Text Summarization using Deep Learning in Python appeared first on Analytics Vidhya.

Enabling the Deep Learning Revolution

KDnuggets

Deep learning models are revolutionizing the business and technology world with jaw-dropping performances in one application area after another. Read this post on some of the numerous composite technologies which allow deep learning its complex nonlinearity. 2019 Dec Tutorials, Overviews Deep Learning Gradient Descent Neural Networks Optimization

Popular Deep Learning Courses of 2019

KDnuggets

With deep learning and AI on the forefront of the latest applications and demands for new business directions, additional education is paramount for current machine learning engineers and data scientists.

Deep Learning Can Make a Difference

TDAN

Deep learning, as defined by MathWorks, is a system of artificial intelligence that is built around learning by example. Multiple industries have already understood the benefits that deep learning brings to their operational capabilities.

Easily Deploy Deep Learning Models in Production

KDnuggets

2019 Aug News Deep Learning Deployment GPU Inference NVIDIAGetting trained neural networks to be deployed in applications and services can pose challenges for infrastructure managers. Challenges like multiple frameworks, underutilized infrastructure and lack of standard implementations can even cause AI projects to fail. This blog explores how to navigate these challenges.

Postdoctoral position (2 years) in multivariate analysis and deep learning

KDnuggets

Help develop new e-science methods that fundamentally integrates Deep Learning and Multivariate analysis. Jobs Deep Learning Multivariate Testing Postdoc Sweden Umea University

Exclusive Interview with Dr. Sunil Kumar Vuppala – A Deep Learning Expert and IoT Veteran

Analytics Vidhya

Introduction There are multiple ways to learn data science, machine learning and deep learning concepts. You can watch videos, read articles, enroll in courses, The post Exclusive Interview with Dr. Sunil Kumar Vuppala – A Deep Learning Expert and IoT Veteran appeared first on Analytics Vidhya. Career career data science career data science interview data science thought leader deep learning interviews

Deep Learning for Image Classification with Less Data

KDnuggets

In this blog I will be demonstrating how deep learning can be applied even if we don’t have enough data. 2019 Nov Tutorials, Overviews Deep Learning Image Classification Neural Networks Small Data

Activation maps for deep learning models in a few lines of code

KDnuggets

We illustrate how to show the activation maps of various layers in a deep CNN model with just a couple of lines of code. 2019 Oct Tutorials, Overviews Architecture Deep Learning Neural Networks Python

Research Guide for Video Frame Interpolation with Deep Learning

KDnuggets

In this research guide, we’ll look at deep learning papers aimed at synthesizing video frames within an existing video. 2019 Oct Tutorials, Overviews Computer Vision Deep Learning Neural Networks Video recognition

Deep Learning Illustrated: Building Natural Language Processing Models

Domino Data Lab

Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn , Beyleveld , and Bassens. Learning word vectors for sentiment analysis.

Deep Learning for NLP: ANNs, RNNs and LSTMs explained!

KDnuggets

Learn about Artificial Neural Networks, Deep Learning, Recurrent Neural Networks and LSTMs like never before and use NLP to build a Chatbot! 2019 Aug Tutorials, Overviews Deep Learning Explained LSTM Neural Networks NLP Recurrent Neural Networks

Two Years In The Life of AI, Machine Learning, Deep Learning and Java

KDnuggets

Where does Java stand in the world of artificial intelligence, machine learning, and deep learning? Learn more about how to do these things in Java, and the libraries and frameworks to use. 2019 Nov Opinions AI Career Deep Learning Java Machine Learning

A Practitioner’s Guide to Deep Learning with Ludwig

Domino Data Lab

New tools are constantly being added to the deep learning ecosystem. Beginning their analytical strategy with a data type abstraction allowed the Uber engineering team to better integrate deep learning best practices for model training, validation, testing and deployment.

5 Step Guide to Scalable Deep Learning Pipelines with d6tflow

KDnuggets

2019 Sep Tutorials, Overviews Deep Learning Pipeline Python PyTorch WorkflowHow to turn a typical pytorch script into a scalable d6tflow DAG for faster research & development.

Deep Learning in Cloudera

Cloudera

Deep learning is in the news. But deep learning is a tool that enterprises use to solve practical problems. In this blog, we provide a few examples that show how organizations put deep learning to work. Deep Learning in Action.

Deep Learning for NLP: Creating a Chatbot with Keras!

KDnuggets

Learn how to use Keras to build a Recurrent Neural Network and create a Chatbot! 2019 Aug Tutorials, Overviews Chatbot Deep Learning Keras NLP PythonWho doesn’t like a friendly-robotic personal assistant?

Pytorch Cheat Sheet for Beginners and Udacity Deep Learning Nanodegree

KDnuggets

2019 Aug Tutorials, Overviews Beginners Cheat Sheet CoLaboratory Deep Learning Python PyTorch UdacityThis cheatsheet should be easier to digest than the official documentation and should be a transitional tool to get students and beginners to get started reading documentations soon.

Facebook Has Been Quietly Open Sourcing Some Amazing Deep Learning Capabilities for PyTorch

KDnuggets

The new release of PyTorch includes some impressive open source projects for deep learning researchers and developers. 2019 Nov Tutorials, Overviews Deep Learning Facebook PyTorch

Top KDnuggets tweets, Aug 07-13: Deep Learning Cheat Sheets; 12 NLP Researchers, Practitioners To Follow

KDnuggets

Deep Learning Cheat Sheets; 12 NLP Researchers, Practitioners & Innovators You Should Be Following; Knowing Your Neighbours: Machine Learning on Graphs. 2019 Aug Top Stories, Tweets Deep Learning Graph Mining NLP Top tweets

How a simple mix of object-oriented programming can sharpen your deep learning prototype

KDnuggets

By mixing simple concepts of object-oriented programming, like functionalization and class inheritance, you can add immense value to a deep learning prototyping code. 2019 Aug Opinions Deep Learning Keras Programming Python

Artificial Intelligence vs. Machine Learning vs. Deep Learning: What is the Difference?

KDnuggets

2019 Aug Tutorials, Overviews AI Deep Learning Machine LearningOver the past few years, artificial intelligence continues to be one of the hottest topics. And in order to work effectively with it, you need to understand its constituent parts.

6 Must See Deep Learning Experts at ODSC West 2019 – 20% Off Ends Friday

KDnuggets

You won’t want to miss the opportunity to learn about the future of deep learning first-hand at ODSC West in San Francisco, Oct 29 - Nov 1. 2019 Oct Meetings CA Deep Learning ODSC San FranciscoSo don’t forget to register soon for 20% off.

AI vs. Machine Learning vs. Deep Learning

Dataiku

Deep Learning Tools Could Compound Returns on Technical Analysis Trading

Smart Data Collective

The majority of machine learning and deep learning solutions have focused on fundamental analysis of securities. However, deep learning and other artificial intelligence technologies will also change the future of technical analysis as well.

How Artificial Intelligence & Deep Learning Change the Game

Teradata

AI & Deep Learning allow organizations to maximize player performance while minimizing player risk through better insights from performance and wellness data