Alexey Trofimov

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All Datasets Links

Curated list of datasets..<p>Index<p>General<br>• Data Science<br>• Time Series<br>• Natural Language Processing<br>• Information Retrieval<br>• Speech Recognition<br>• Computer …

Data Science

TensorFlow in a Nutshell — Part One: Basics

The fast and easy guide to the most popular Deep Learning framework in the world.<p>TensorFlow is a framework created by Google for creating Deep …

University of Reddit : Basic Python Programming

3451<p>Basic Python Programming<p>This course will hopefully give you a good sense of what python is like from the very beginning. By the end of the …

A Guide to TF Layers: Building a Convolutional Neural Network

The TensorFlow layers module provides a high-level API that makes it easy to construct a neural network. It provides methods that facilitate the …

Deep Learning

Random Forest — the go-to machine learning algorithm

When it doubt, use Random Forest — the go-to machine learning algorithm that is considered to be one of the most effective and versatile in solving …

Machine Learning

What counts as artificially intelligent? AI and deep learning, explained

Artificial intelligence seems to have become ubiquitous in the technology industry. AIs, we’re told, are replying to our emails on Gmail, learning how to drive our cars, and sorting our holiday photos. Mark Zuckerberg is even building one to help out around the house. The problem is that the …

A Short History of Machine Learning -- Every Manager Should Read

It’s all well and good to ask if androids dream of electric sheep, but science fact has evolved to a point where it’s beginning to coincide with science fiction. No, we don’t have autonomous androids struggling with existential crises — yet — but we are getting ever closer to what people tend to …

Artificial Intelligence

My top 5 ‘new’ Python modules of 2015

As I’ve been blogging a lot more about Python over the last year, I thought I’d list a few of my favourite ‘new’ Python modules from 2015. These …

Python Programming

Top 10 Machine Learning Projects on Github

<b>By Matthew Mayo, KDnuggets.</b><p>Open source software is an important piece of the data science puzzle.<p>According to the most recent KDnuggets data science …