When comparing the experience of programming for PyTorch versus TensorFlow with the Keras API, our opinion is that the differences fall into one major and one minor category. The major difference is that some things that are handled by the Keras API need to be explicitly handled in PyTorch. This…

For every individual either thinking to choose a career or maybe already graduated there is always question which title is better and how.

If you’re interested in a career working with big data and crunching numbers, there are two paths you may want to consider — becoming a data analyst…

When you join a company as a software engineer or data engineer/ scientist part of daily work becomes code review and submission. There are multiple points to consider while reviewing code and it is better to spend additional time in order to deliver clean code. …

I would like to discuss the needs for normalizing your data — with a specific focus on neural networks. In order to understand the concepts discussed, it’s important to have an understanding of gradient descent.

As a quick refresher, when training neural networks we will feed in observations and compare…

In my previous article I went over NED and general steps which come after Named Entity Recognition . NER is a fundamental Natural Language Processing task and has a wide range of use cases.

Before looking into NEL, we will first understand information extraction. According to Wikipedia,

“ Information extraction…

DigitalOcean is a leading upstart cloud hosting provider. DigitalOcean focuses only on developers’ needs, unlike Amazon’s AWS with its everything-to-all-people approach. The company has data centers located in Amsterdam, Singapore, London, San Francisco, and New York. Early on, it received significant media coverage following pop megastar Beyonce’s decision to host…

Before diving deep into image recognition and especially CNN architecture will talk about how we see images and how our brain decides what it is. Our eyes capture the lights and colors on the retina. The receptors on the retina pass these signals to the optic nerve which passes them…

Kristinelpetrosyan

Data Science student @Flatiron-School

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