Blog-on-Digital-Transformation

TensorFlow Cheat ...

April 5, 2019 | 0 Comments | Altoros
This cheat sheet covers TensorFlow 2.0 basics, exemplifying how to jump-start a machine learning project within just a few seconds in a cloud environment.

Implementing k-means Clustering with ...

March 30, 2019 | 0 Comments | Sergey Kovalev...
With code samples, this tutorial demonstrates how to use the k-means algorithm for grouping data into clusters with similar characteristics.

Improving Facial Recognition with Super-Fine Attributes and ...

November 19, 2018 | 0 Comments | Carlo Gutierrez
Super-fine attributes (or multiple visual cues as age, height, etc.) seen in an image can be used to classify and create labels when hard biometrics aren't available.

TensorFlow.js: Deploying and Training Machine Learning Models Right in a ...

October 9, 2018 | 0 Comments | Carlo Gutierrez
With this open-source library, users can build, train, test, and run machine learning models entirely in a web browser or under Node.js.

DataOps: The Challenges of Operating a Machine Learning ...

August 24, 2018 | 0 Comments | Sophie Turol...
This blog post highlights the challenges faced by data scientists at each step of the deep learning process, as well as overviews tools to resolve them.

Multimodal Sentiment Analysis with ...

August 22, 2018 | 0 Comments | Sophia Turol
A multimodal sentiment analysis poses an alternative to a conventional one, capable of processing text, visual, and audio data in a single workflow.

What It Takes to Build and Train Neural Networks for Autonomous ...

June 22, 2018 | 0 Comments | Carlo Gutierrez...
This blog post explores how much data and what computational powers are needed to reach a sufficient accuracy of a machine learning model.

Three Approaches to Testing and Validating TensorFlow ...

June 14, 2018 | 0 Comments | Sophia Turol
Read about some assertion methods that may help to validate data shapes, graph structures, and numerical calculations of the TensorFlow code.

Natural Language Processing Saves Businesses Millions of ...

May 14, 2018 | 0 Comments | Sophie Turol
Here, we overview some scenarios and the means of machine learning that help to automate operations, enable time efficiency, cut overhead costs, etc.

Things That Matter When Building a Natural Language ...

May 10, 2018 | 3 Comments | Carlo Gutierrez
Chatbots help to automate communication, streamline operations, get customer feedback, etc. Below are some recommendations for building a chatbot.