Category Archives: Artificial Intelligence

Artificial Intelligence: Links And Resources (93)

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5 reasons why data lakes are vital for startup analytics
https://www.cio.com/article/3315660/5-reasons-why-data-lakes-are-vital-for-startup-analytics.html

An Introduction into Machine Learning C++ Libraries
https://www.udemy.com/an-introduction-into-machine-learning-c-libraries/

Tidy Tuesday
https://github.com/rfordatascience/tidytuesday
Weekly Datasets

The Long Road to Self-Driving Trucks
https://medium.com/s/story/the-long-road-to-self-driving-trucks-d142229832d6

The Third Wave Data Scientist
https://towardsdatascience.com/the-third-wave-data-scientist-1421df7433c9

Impossible Bot
https://impossible.bot/
Get a Chatbot without writing code or any special content

Deep learning for recommender systems
https://ebaytech.berlin/deep-learning-for-recommender-systems-48c786a20e1a

Explaining data science, AI, ML and deep learning to management — a presentation and a script — Part 1 of 3
https://towardsdatascience.com/explaining-data-science-ai-ml-and-deep-learning-to-management-a-presentation-and-a-script-4968491eb1e5

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (92)

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The complete beginner’s guide to machine learning: simple linear regression in four lines of code!
https://towardsdatascience.com/simple-linear-regression-in-four-lines-of-code-d690fe4dba84

Self-organizing map
https://en.wikipedia.org/wiki/Self-organizing_map

10 Great Articles On Data Science And Data Engineering
https://hackernoon.com/10-great-articles-on-data-science-and-data-engineering-d5abdf4a4a44

Artificial Intelligence & Game Development: Recent Trends
https://becominghuman.ai/artificial-intelligence-game-development-recent-trends-a08a67769a63

Banco Supervielle apuesta al reconocimiento facial y ocular
https://www.eleconomista.com.ar/2019-04-banco-supervielle-apuesta-al-reconocimiento-facial-y-ocular/

FacePhi
https://www.facephi.com/es/
Face Recognition

Building a Feedforward Neural Network from Scratch in Python
https://hackernoon.com/building-a-feedforward-neural-network-from-scratch-in-python-d3526457156b

Towards Imagined Speech Recognition With Hierarchical Deep Learning
https://arxiv.org/abs/1904.05746

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Artificial Intelligence: Links And Resources (91)

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6 Tools from Intel to Speed up Deep Neural Networks
https://www.codeproject.com/Articles/1273716/6-Tools-from-Intel-to-Speed-up-Deep-Neural-Network

How to build a neural network to fill the missing part of a handwritten digit using GANs
https://hub.packtpub.com/how-to-build-a-neural-network-to-fill-the-missing-part-of-a-handwritten-digit-using-gans-tutorial/

Announcing ML.NET 0.9 – Machine Learning for .NET
https://blogs.msdn.microsoft.com/dotnet/2019/01/10/announcing-ml-net-0-9-machine-learning-for-net/

Google DeepMind’s Deep Q-learning playing Atari Breakout
https://www.youtube.com/watch?v=V1eYniJ0Rnk&vl=en

Have you seen an idea for organizing ML projects that you’d like to share with others? If so please reply to this tweet!
https://twitter.com/AndrewYNg/status/1080887386488299520

First machine learning method capable of accurate extrapolation
https://phys.org/news/2018-07-machine-method-capable-accurate-extrapolation.html

Artificial Intelligence in JavaScript with TensorFlow.js
https://www.javascriptjanuary.com/blog/artificial-intelligence-in-javascript-with-tensorflowjs

Quiero trabajar en Big Data y no sé por dónde empezar
https://keepcoding.io/es/blog/quiero-trabajar-en-big-data-y-no-se-por-donde-empezar/

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (90)

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Dive into Deep Learning
http://d2l.ai/index.html

Machine Learning in Excel
https://www.codeproject.com/Articles/1273000/Machine-Learning-in-Excel

Face Recognition
https://www.eff.org/pages/face-recognition

The Guardian: Face Recognition
https://www.theguardian.com/technology/facial-recognition

20 Facial Recognition Search Engines For Online Photo Search
https://biometrictoday.com/facial-recognition-search-engines-online-photo/

8 Best Facial Recognition Search Engines to Search Faces Online
https://www.technonutty.com/2018/01/face-search-using-facial-recognition-search-engines.html

Robots and Millennials: Joining Forces To Change The Future of Work
https://www.forbes.com/sites/stevecarlin/2018/12/12/robots-and-millennials-joining-forces-to-change-the-future-of-work

Tools to Help Optimize Deep-Learning Performance
https://www.codeproject.com/Articles/1273839/Tools-to-Help-Optimize-Deep-Learning-Performance

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (89)

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Language Understanding (LUIS)
https://www.luis.ai/

Natural Language for Developers
https://wit.ai/

Watson Natural Language Understanding
https://www.ibm.com/watson/services/natural-language-understanding/

Face Recognition
http://www.face-rec.org/

Apple’s New iPads Embrace Facial Recognition
https://www.voanews.com/a/apple-s-new-ipads-embrace-facial-recognition/4635247.html

Learning Invariant Deep Representation for NIR-VIS Face Recognition
http://www.aaai.org/ocs/index.php/AAAI/AAAI17/paper/download/14253/14366

How Facial Recognition Systems Work
https://electronics.howstuffworks.com/gadgets/high-tech-gadgets/facial-recognition.htm

Luxand FaceSDK
https://www.luxand.com/facesdk/

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Artificial Intelligence: Links And Resources (88)

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Lossless Triplet loss
https://towardsdatascience.com/lossless-triplet-loss-7e932f990b24
A more efficient loss function for Siamese Neural Networks

Convolutional Neural Networks
https://www.coursera.org/lecture/convolutional-neural-networks/triplet-loss-HuUtN

Siamese Neural Networks for One-shot Image Recognition
https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf

One Shot Learning with Siamese Networks in PyTorch
https://hackernoon.com/one-shot-learning-with-siamese-networks-in-pytorch-8ddaab10340e

Siamese Network & Triplet Loss
https://towardsdatascience.com/siamese-network-triplet-loss-b4ca82c1aec8

Implementation of triplet loss in TensorFlow
https://github.com/omoindrot/tensorflow-triplet-loss
https://omoindrot.github.io/triplet-loss

Loc2Vec: Learning location embeddings with triplet-loss networks
https://www.sentiance.com/2018/05/03/loc2vec-learning-location-embeddings-w-triplet-loss-networks/

Triplet loss and its uses
https://effectiveml.com/blog/triplet-loss-and-its-uses.html

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (87)

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Public preview: Named Entity Recognition in the Cognitive Services Text Analytics API
https://azure.microsoft.com/en-us/blog/public-preview-named-entity-recognition-in-the-cognitive-services-text-analytics-api/

AI News | Is Autonomous Driving Really Safe?
https://software.intel.com/es-es/videos/ai-news-is-autonomous-driving-really-safe

Use Kaggle to start (and guide) your ML/ Data Science journey — Why and How
https://towardsdatascience.com/use-kaggle-to-start-and-guide-your-ml-data-science-journey-f09154baba35

Predicting Customer Churn with IBM Watson Studio
http://businessoverbroadway.com/predicting-customer-churn-with-ibm-watson-studio

Facial recognition api for Python and the command line
https://github.com/ageitgey/face_recognition

Facial recognition system
https://en.wikipedia.org/wiki/Facial_recognition_system

FaceNet: A Unified Embedding for Face Recognition and Clustering
https://www.cv-foundation.org/openaccess/content_cvpr_2015/app/1A_089.pdf

OpenFace
https://cmusatyalab.github.io/openface/
Free and open source face recognition with deep neural networks.

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez