All posts by Sophia Turol

Cloud Foundry Service Broker for GCP: What’s in It for Machine Learning?

July 17, 2017 | 0 Comments | Sophia Turol
A Cloud Foundry service broker for Google Cloud Platform enabled developers to access a variety of APIs and services. This session reviews some of them.

TensorFlow for Recommendation Engines and Customer Feedback Analysis

June 28, 2017 | 0 Comments | Sophia Turol
Learn how TensorFlow and Google Cloud Machine Learning help to find and recommend products, as well as analyze customer feedback in e-commerce.

Adopting TensorFlow for Manufacturing and Industrial Internet of Things

June 23, 2017 | 0 Comments | Sophia Turol
At TensorBeat 2017, a panel revealed the reasons behind TensorFlow adoption, exemplified real-life scenarios, and questioned the future of data.

Logical Graphs: Native Control Flow Operations in TensorFlow

June 22, 2017 | 0 Comments | Sophia Turol
This blog post explains how to create graphs with built-in logical branching structure so as to avoid extra complexity of the Python code.

Building a Chatbot with TensorFlow and Keras

June 13, 2017 | 0 Comments | Sophia Turol
This blog post overviews the challenges of building a chatbot, which tools help to resolve them, and tips on training a model and improving prediction results.

TensorFlow for Foreign Exchange Market: Analyzing Time-Series Data

June 9, 2017 | 0 Comments | Sophia Turol
This blog post features some insights on building a generative model for financial time-series data and implementing it with TensorFlow.

TensorFlow in the Cloud: Accelerating Resources with Elastic GPUs

June 6, 2017 | 0 Comments | Sophia Turol
Learn how to maximize the usage of computational powers when training a model with TensorFlow and Elastic GPUs.

Mastering Game Development with Deep Reinforcement Learning and GPUs

June 2, 2017 | 0 Comments | Sophia Turol...
This blog post explores the approaches and algorithms driving deep reinforcement learning forward, the related pitfalls, and the perks of GPU-based training.

A Broad Spectrum of TensorFlow APIs Inside and Outside the Project

May 31, 2017 | 0 Comments | Sophia Turol
Learn about APIs cultivated both inside the core TensorFlow project—including the ones for different languages—and outside it, still worth checking out.

Cross-Modal Machine Learning as a Way to Prevent Improper Pathology Diagnostics

May 29, 2017 | 0 Comments | Sophia Turol
This blog post explores how cross-modal learning may help to identify good vs. bad medical pathologies, thus improving diagnostics and treatment.