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.

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.

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.

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.

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

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 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

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.

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

AI vs. Machine Learning vs. Deep Learning

Dataiku

Talking about AI is increasingly complex because it’s often used alongside (or even interchangeably with) the terms machine learning (ML) and deep learning (DL). machine learning deep learning artificial intelligence

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

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

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.

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 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

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.

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?

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.

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.

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.

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

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.

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.

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

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.

A Complete List of Important Natural Language Processing Frameworks you should Know (NLP Infographic)

Analytics Vidhya

Infographics NLP BERT deep learning deep learning nlp fastai Google AI Natural language processing NLP frameworks NLP libraries transformer XLNet

A Detailed Guide to the Powerful SIFT Technique for Image Matching (with Python code)

Analytics Vidhya

Overview A beginner-friendly introduction to the powerful SIFT (Scale Invariant Feature Transform) technique Learn how to perform Feature Matching using SIFT We also showcase.

End-to-End Object Detection for Furniture Using Deep Learning

Insight

It is a high-level, multifaceted field that allows machines to iteratively learn and understand complex representations from images and videos to automate human visual tasks. How Deep Learning scales based on the amount of Data [Copyright: Andrew Ng ]. Transfer Learning?—?YOLO.

A Friendly Introduction to Real-Time Object Detection using the Powerful SlimYOLOv3 Framework

Analytics Vidhya

Computer Vision Deep Learning Applications deep learning faster rcnn object detection Real Time real-time object detection slimyolov3 YOLO

Computer Vision Tutorial: Implementing Mask R-CNN for Image Segmentation (with Python Code)

Analytics Vidhya

Overview Mask R-CNN is a state-of-the-art framework for Image Segmentation tasks We will learn how Mask R-CNN works in a step-by-step manner We will. Computer Vision Deep Learning Python deep learning faster rcnn image segmentation instance segmentation Mask RCNN python Semantic Segmentation

Top Stories, Sep 23-29: The Future of Analytics and Data Science; 5 Famous Deep Learning Courses/Schools of 2019

KDnuggets

Also: 12 Deep Learning Researchers and Leaders; Natural Language in Python using spaCy: An Introduction; A Single Function to Streamline Image Classification with Keras; Which Data Science Skills are core and which are hot/emerging ones?;

6 Powerful Open Source Machine Learning GitHub Repositories for Data Scientists

Analytics Vidhya

Overview Check out the top 6 machine learning GitHub repositories created in June There’s a heavy focus on NLP again, with XLNet outperforming Google’s. The post 6 Powerful Open Source Machine Learning GitHub Repositories for Data Scientists appeared first on Analytics Vidhya.

Top 7 Machine Learning Github Repositories for Data Scientists

Analytics Vidhya

Introduction If I had to pick one platform that has single-handedly kept me up-to-date with the latest developments in data science and machine learning. The post Top 7 Machine Learning Github Repositories for Data Scientists appeared first on Analytics Vidhya.

Deep learning for improved breast cancer monitoring using a portable ultrasound scanner

Insight

Raw images were passed through convolutional layers so the model could learn a set of filters to extract features. The filters in the mask branch can be trained to weight these two regions differently for features learned in the image branch. About 1 in 8 U.S.

9 Powerful Tips and Tricks for Working with Image Data using skimage in Python

Analytics Vidhya

The skimage module in Python is an ideal starting point Learn 8 simple yet powerful tricks for. Overview New to working with image data? The post 9 Powerful Tips and Tricks for Working with Image Data using skimage in Python appeared first on Analytics Vidhya.

Top 5 Machine Learning GitHub Repositories and Reddit Discussions from March 2019

Analytics Vidhya

Introduction GitHub repositories and Reddit discussions – both platforms have played a key role in my machine learning journey. The post Top 5 Machine Learning GitHub Repositories and Reddit Discussions from March 2019 appeared first on Analytics Vidhya.