Zacharari Plantona Ceodari

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Auto-Keras, or How You can Create a Deep Learning Model in 4 Lines of Code

<b>By Favio Vazquez, Principal Data Scientist at OXXO.</b><p>Automated machine learning is the new kid in town, and it’s here to stay. It is helping us create …

Deep Learning

The 5 Steps To Build A Business’s Deep Learning Workflow

[id=0]<p>Deep learning, or using massive amounts of data to build intelligent models, is a hot topic. Many companies, now seeing the benefits of AI materialize, have decided they need to get started on deep learning or risk getting left behind.<p>How do you connect the big idea (businesses need to get …

Machine Learning

Best 10 Linux Apps of 2018

If you’re new to Linux, you might be wondering, “What apps are the best to use?” Here is our list of the best of the best Linux desktop apps that …

Linux

I spent 20 minutes trying to predict the stock market with AI — these are my results

This all started when I was asked to speak at an AI FinTech forum in July. It represented a great opportunity for me to talk about Machine Box to a …

Machine Learning

Hierarchical Bayesian Neural Networks with Informative Priors

In [2]:<p>In [5]:<p>Next, we loop over each category and fit a different BNN to each one. Each BNN has its own weights and there is no connection between …

Deep Learning

Scrape Data from Website | Expert Data Scrapping

Data scraping is not a new technology in market. Several business persons use this method to get benefited from it and to make good fortune. It is …

Management AI: Natural Language Processing (NLP) and Natural Language Generation (NLG)

One of my biggest complaints about terminology in the industry is the claim that data from conversations is “unstructured data”. That is nonsense. After all, how do people communicate, either in voice or in a written language, if there was no structure that aids meaning? Syntax is the structure of …

Natural Language Processing

On Using Hyperopt: Advanced Machine Learning

In Machine Learning one of the biggest problem faced by the practitioners in the process is choosing the correct set of hyper-parameters. And it …

Machine Learning

New 'artificial intelligence' device will now identify objects at the speed of light

Scientists have created a 3D printed artificial neural network - a device modelled on how the human brain works - that can analyse large volumes of …

Artificial Intelligence

Using Entity-level Sentiment Analysis to understand News Content

en_US<p>article<p>Sentiment analysis is a process that allows computer programs to understand if the opinion expressed in text is positive, negative, or …

Data Science

Python Tricks 101🐍

Python tips which are relatively uncommon and are very useful.<p>Talk is cheap show me the code<p>Swapping values<p><b>Create a single string from all the</b> …

Python Programming

Photon - Incredibly Fast Crawler Which Extracts Urls, Emails, Files, Website Accounts And Much More

Photon is a lightning fast web crawler which extracts URLs, files, intel & endpoints from a target.<br>Yep, you can use 100 threads and Photon won't …

Python Programming

What is Human-in-the-Loop for Machine Learning?

Computers are incredibly fast, accurate and stupid; humans are incredibly slow, inaccurate and brilliant; together they are powerful beyond …

Machine Learning

Comparison of Top 6 Python NLP Libraries

Today, we want to outline and compare the most popular and helpful natural language processing libraries, based on our experience.

Machine Learning

Data science in service of detection vs. investigation

Security companies regularly extol the use of data science, machine learning and artificial intelligence in their products. There are important …

Building your own Duplex AI agent using Rasa and Twilio

We can all relate to the frustrations of calling a business that uses an IVR system — “press 2 to talk to sales, press 3 to wait forever”. Even …

Efficient Graph-based Word Sense Induction

<b>By UMass Amherst graduate students Haw-Shiuan Chang, Amol Agrawal, Ananya Ganesh, Anirudha Desai and Vinayak Mathur; Andrew McCallum, Professor and</b> …

How To Remotely Send R and Python Execution to SQL Server from Jupyter Notebooks

Introduction<p>Did you know that you can execute R and Python code remotely in SQL Server from Jupyter Notebooks or any IDE? Machine Learning Services …

An Introductory Guide to Maximum Likelihood Estimation (with a case study in R)

We use cookies on Analytics Vidhya websites to deliver our services, analyze web traffic, and improve your experience on the site. By using Analytics …

Web Traffic

Data Structures in Python: Dictionaries

<i>This article can also be found on my blog here</i><p><b>Introduction</b><p>I’m not going to use a fancy list of Avengers to make my point. I’m still reeling from the …

See How Today's AI Innovations Tick with 8 Expert-Led Courses

<b>An Easy Introduction To Python</b><p>Get Confident with Programming's Most Versatile Language<p><b>Advanced Deep Learning With Neural Networks</b><p>Add TensorFlow to …

Top-Down vs. Bottom-Up Approaches to Data Science

Data projects are generally organized in one of two ways: top-down (that is, starting with the business question) or bottom-up (starting with the …

How To Use Python To Automate Almost Anything

Testers of all kinds can benefit from learning approaches to automating daily tasks. In this three-part series, you’ll be walked through a task that …

NLP's ImageNet moment has arrived

Big changes are underway in the world of Natural Language Processing (NLP).<p>The long reign of word vectors as NLP’s core representation technique has …

Machine Learning Top 10 Articles for the Past Month (v.July 2018)

For the past month<b>,</b> we ranked nearly 1,400 Machine Learning articles to pick the Top 10 stories that can help advance your career (0.7% …

Elegant Python code for a Markov chain text generator

While preparing the post on minimal char-based RNNs, I coded a simple Markov chain text generator to serve as a comparison for the quality of the RNN …

Introduction of TensorFlow with Python

Machine learning is the most popular part of our technology world. TensorFlow is also a popular open source and it is a framework of deep learning. …

Top 5 Best Data Visualisation Libraries In Python

Flow chart diagram on cyber spacePython has increasingly become the most popular and innovative tool for data visualisation. Given the fact that …

The Illustrated Transformer

In the previous post, we looked at Attention – a ubiquitous method in modern deep learning models. Attention is a concept that helped improve the …

Generate stories using RNNs |pure Mathematics with code|:

<b>Hi reader!</b><p>A note to the reader:<p>This article presumes that you are unreasonably fascinated by the mathematical world of deep learning. You want to …