IOT Sample Architecture

IOT Plant Floor Sample Architecture Architecture overview IOT Device – Analytics: Gus Segura There is more than on way to implement IOT analytics for the Plant Floor. For me, its all about guaranteed message delivery (from the IOT Device), micro-services vs monolithic architecture and edge analytics (de-coupled from the cloud).  You have a choice on[…]

MongoDB Production Features

MongoDB Production Features A user perspective: Blueskymetrics BSMSentimizer™ – Gus Segura We run more than one Big Data technology to support our production environment; MongoDB has been there with us from the start. Its just works! Our core use case is sentiment text analytics: product and service reviews – complaints and praises from customers. Our[…]

Sentiment Analytics

Sentiment Analytics Sentiment Analytics as it relates to speech, text and language – is the practice of attempting to understand the “emotional response” around a topic (person, place, thing, product, service, etc.).  I’ve been working in this area for over 10+ years.  My fist systems were interactive voice response systems where folks would leave a[…]

Deep Learning Healthcare

Deep Learning in Healthcare Machine Learning has been used in Healthcare for some time now. Today, Deep Learning can be used to help Physicians diagnose injury and ailments.  There are many different types of technology working together to enable deep learning.  This includes imaging sytems, scanners, iot devices, big data storage and much more.  Its[…]

R Arima Time Series to Tableau

ARIMA R Model – Tableau Visual Time Series Analysis and Forecasting has come a long way in the last few years.  Today, We do time series analysis to forecast customer demand, future sales, inventory levels and much more.  Building accurate models has become much easier and its actually fun now. I recently reviewed an on-line[…]

Top 5 IOT Device Types

Top 5 IOT Edge Device Types The number of IOT Devices is growing every day. Its seems like everyone is offering a “connected device” and App. These devices range from interesting, inventive and innovative to strange [ maybe for now ]. The following is my Top 5 IOT Edge Device types. This is for the year 2016.  Next[…]

AWS Data Warehouse Migration

Overview: General Guidelines, considerations for Migrating your existing enterprise data warehouse to Amazon AWS services and a story from www.Blueskymetrics.com. When I was little, My older brother would buy me an ice cream cone and tell me to just eat the top part with the ice cream and caramel. He would relieve me of the[…]

Big Data Advanced Analytics

Big Data Advanced Analytics The selection of technologies available today to get work done is awesome! Literally… Let’s take a moment and talk about two interesting use-cases for Big Data: IOT Device Messaging and Text Sentiment Aggregation.  We going to examine both use cases in detail and talk about the similarities.  Finally, we’re going to touch[…]

Data Driven Analytics

Data Driven Analytics … Are you Business Intelligent? Are you making better decisions based on the data you’re collecting for your business?  Are you using data to re-enforce what you already knew about your choices? Are you able to predict change accurately with data?  Well, Then you’re probably using Data Driven Analysis and Business Intelligence.[…]