When a colleague first told me about LoRa, I was skeptical that it was even real. I can use a small handheld device to transmit messages up to 40km to another device for free? It sounds too good to be true, but it’s real. Of course, there is a catch – less bandwidth. But who cares? If all I need to send from my IoT device is perhaps some longitude, latitude, and basic sensor data — LoRa is a great technology.
Buying a ring is a big decision. You have the whole “are they the one” decision. I can’t help you with that. Then you have the reality that this could likely be the first major financial decision that will impact both of you. Wouldn’t it be nice if you could save hundreds or even thousands of dollars?
I am not here to convince you to avoid buying a diamond (thanks, De Beers). Instead, I am going to show you a basic statistical programming technique with python and R known as a “linear regression model.” I will use a jupyter notebook to execute data analysis so you can see step by step how it works.
You might be able to use this to shop smartly by allowing you to compare an actual cost in store to a predicted price. My wife and I built and used this code in 2013 while engagement ring shopping together. Hope it helps others!
Let’s get started!
Screen scraping can be effective at getting free data very quickly. When attempting to screen scrape large amounts of data, I often use Google Chrome’s “Developer Tools” to obtain the steps necessary to recreate a web request. Here is an example process I used to screen scrape data from pricescope.com which contains a database about diamonds for sale online. I will use this data in an upcoming post on how to build statistical models.
If you are looking for a quick and powerful way to visualize your IBM Watson IoT device messages using MQTT, I would highly recommend trying out freeboard.io. It is 100% open source and they even provide free online hosting if you do not wish to host it yourself.
I tried out Apache NiFi and liked how easy it was to act as an integration to bridge disparate Internet of Things systems together. I have previously tried NodeRED which I still highly recommend. Where I see NiFi exceeds is its ability to track each communication throughout the chain of custody. This concept is marketed as provenance and tracks the exact data transformation that occurs from input to output.
If you want to move your Windows 10 Boot Camp partition from one Mac to another, or simply to make a backup, then I hope this guide will help you! Please start by taking backups of all your data – both Mac and your Windows installation – and store these backups some place safe while you work. We will use open source and other utilities already installed on your mac – dd, hdiutil, and Disk Utility.