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.

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

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.

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

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.

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

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.

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.

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

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.

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 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.

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.

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.

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

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

Highlights from the Maryland Data Science Conference: Deep Learning on Imagery and Text

Domino Data Lab

Niels Kasch , cofounder of Miner & Kasch , an AI and Data Science consulting firm, provides insight from a deep learning session that occurred at the Maryland Data Science Conference. Deep Learning on Imagery and Text. Deep Learning on Imagery.

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.

Heroes of Machine Learning – Top Experts and Researchers you should follow

Analytics Vidhya

Overview The path to democratizing machine learning has been blazed by experts and researchers determined to make the world a better place We celebrate. The post Heroes of Machine Learning – Top Experts and Researchers you should follow appeared first on Analytics Vidhya. Career Machine Learning deep learning researchers heroes of deep learning heroes of machine learning machine learning experts machine learning researchers top ML experts

Simplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning

Analytics Vidhya

Overview Check out Google AI’s best paper from ICML 2019 There is a heavy focus on unsupervised learning in Google AI’s paper We have. The post Simplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning appeared first on Analytics Vidhya. Deep Learning autoencoders best papers ICML best research papers deep learning ICML ICML 2019 unsupervised learning

Build your First Multi-Label Image Classification Model in Python

Analytics Vidhya

Computer Vision Deep Learning Python deep learning Image Classification multi-label classification pythonIntroduction Are you working with image data? There are so many things we can do using computer vision algorithms: Object detection Image segmentation Image. The post Build your First Multi-Label Image Classification Model in Python appeared first on Analytics Vidhya.

Top 5 Interesting Applications of GANs for Every Machine Learning Enthusiast!

Analytics Vidhya

The post Top 5 Interesting Applications of GANs for Every Machine Learning Enthusiast! Deep Learning Applications of GANs deep learning GAN generative adversarial networkIntroduction Can you guess what’s common among all the faces in this image? None of these people are real! These faces were generated by. appeared first on Analytics Vidhya.

7 Innovative Machine Learning GitHub Projects you Should Try Out in Python

Analytics Vidhya

Overview Looking for machine learning projects to do right now? The post 7 Innovative Machine Learning GitHub Projects you Should Try Out in Python appeared first on Analytics Vidhya. Here are 7 wide-ranging GitHub projects to try out These projects cover multiple machine.

A Guide to Understanding Convolutional Neural Networks (CNNs) using Visualization

Analytics Vidhya

Computer Vision Deep Learning Python deep learning neural networks pythonIntroduction “How did your neural network produce this result?” ” This question has sent many data scientists into a tizzy. It’s easy to explain how. The post A Guide to Understanding Convolutional Neural Networks (CNNs) using Visualization appeared first on Analytics Vidhya.

Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule

Analytics Vidhya

Introduction I love reading and decoding machine learning research papers. Deep Learning deep learning LSTM neural networks NLP ON-LSTM pruning researchThere is so much incredible information to parse through – a goldmine for us. The post Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule appeared first on Analytics Vidhya.

Don’t Miss these 5 Data Science GitHub Projects and Reddit Discussions (April Edition)

Analytics Vidhya

Data Science Deep Learning Machine Learning Python Computer Vision data science deep learning Github machine learning NLP python RedditIntroduction Data science is an ever-evolving field. As data scientists, we need to have our finger on the pulse of the latest algorithms and. The post Don’t Miss these 5 Data Science GitHub Projects and Reddit Discussions (April Edition) appeared first on Analytics Vidhya.

8 Excellent Pretrained Models to get you Started with Natural Language Processing (NLP)

Analytics Vidhya

Deep Learning NLP Python deep learning Natural language processing pretrained models pythonIntroduction Natural Language Processing (NLP) applications have become ubiquitous these days. I seem to stumble across websites and applications regularly that are leveraging NLP. The post 8 Excellent Pretrained Models to get you Started with Natural Language Processing (NLP) appeared first on Analytics Vidhya.

NLP Learning Series: Part 1 - Text Preprocessing Methods for Deep Learning

MLWhiz

Recently, I started up with an NLP competition on Kaggle called Quora Question insincerity challenge.

16 OpenCV Functions to Start your Computer Vision journey (with Python code)

Analytics Vidhya

Computer Vision Deep Learning Python deep learning pythonIntroduction Computer vision is among the hottest fields in any industry right now. It is thriving thanks to the rapid advances in technology and. The post 16 OpenCV Functions to Start your Computer Vision journey (with Python code) appeared first on Analytics Vidhya.

Build a Machine Learning Model in your Browser using TensorFlow.js and Python

Analytics Vidhya

Overview TensorFlow.js (deeplearn.js) enables us to build machine learning and deep learning models right in our browser without needing any complex installation steps There. The post Build a Machine Learning Model in your Browser using TensorFlow.js

How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models

Analytics Vidhya

NLP Python data science deep learning Natural language processing nlp transformer python transformerOverview The Transformer model in NLP has truly changed the way we work with text data Transformer is behind the recent NLP developments, including.

OpenAI’s GPT-2: A Simple Guide to Build the World’s Most Advanced Text Generator in Python

Analytics Vidhya

Overview Learn how to build your own text generator in Python using OpenAI’s GPT-2 framework GPT-2 is a state-of-the-art NLP framework – a truly. NLP Python data science deep learning GPT GPT-2 neural networks OpenAI python text generationThe post OpenAI’s GPT-2: A Simple Guide to Build the World’s Most Advanced Text Generator in Python appeared first on Analytics Vidhya.

Computer Vision Tutorial: A Step-by-Step Introduction to Image Segmentation Techniques (Part 1)

Analytics Vidhya

Deep Learning Python clustering edge detection instance segmentation Mask R-CNN Segmentation Semantic SegmentationIntroduction What’s the first thing you do when you’re attempting to cross the road? We typically look left and right, take stock of the. The post Computer Vision Tutorial: A Step-by-Step Introduction to Image Segmentation Techniques (Part 1) appeared first on Analytics Vidhya.

Announcing DataHack Summit 2019 – The Biggest Artificial Intelligence and Machine Learning Conference Yet

Analytics Vidhya

The post Announcing DataHack Summit 2019 – The Biggest Artificial Intelligence and Machine Learning Conference Yet appeared first on Analytics Vidhya. Analytics Vidhya AI Artificial Intelligence artificial intelligence conference datahack summit DataHack Summit 2019 deep learning DHS 2019 machine learning machine learning conference super AI

The AI Comic: Z.A.I.N – Issue #2: Facial Recognition using Computer Vision

Analytics Vidhya

AI Comic Computer Vision Python AI comic deep learning face recognition facial recognition pythonIntroduction First – a HUGE thank you to our community for the wonderful response to the first issue of our exclusive AI comic – The post The AI Comic: Z.A.I.N – Issue #2: Facial Recognition using Computer Vision appeared first on Analytics Vidhya.

The AI Comic: Z.A.I.N – Issue #1: Automating Attendance using Computer Vision

Analytics Vidhya

AI Comic Computer Vision Python AI deep learning machine learning python“Sound does not travel in a vaccum.“ “ The above concept might just be a simple fact for you – but I had a tough. The post The AI Comic: Z.A.I.N – Issue #1: Automating Attendance using Computer Vision appeared first on Analytics Vidhya.

This New Google Technique Help Us Understand How Neural Networks are Thinking

KDnuggets

Recently, researchers from the Google Brain team published a paper proposing a new method called Concept Activation Vectors (CAVs) that takes a new angle to the interpretability of deep learning models. 2019 Jul Tutorials, Overviews Accuracy Deep Learning Google Interpretability Neural Networks

KDnuggets™ News 19:n30, Aug 14: Know Your Neighbor: Machine Learning on Graphs; 12 NLP Researchers, Practitioners You Should Follow

KDnuggets

Machine Learning on Graphs; 12 amazing leaders in NLP; Deep Learning for NLP explained, including ANNs, RNNs and LSTMs; Benford's Law and why is it important for data science; Key concepts in Andrew Ng "Machine Learning Yearning". KDnuggets 2019 Issues Andrew Ng Benford's Law Deep Learning Graph Mining NLP