Machine Learning creates lots of value in the business processes, if and when applied properly and the right data is available. These days a lot of data is already held within organisations. It is common to see this data unused, with possibilities and insights unseen. While it can be due to limitations of modelling and […]
Parallel Tracks
Reading Reading. Reading books. Reading books was our first way of travel. For both my wife and me reading started at a very early age. The public library was the main source of our travel experiences. We would pick up the maximum # of books each week and read them. Read them fast. All the […]
Deep Learning for Natural Language Processing – Part II
Author – Wilder Rodrigues Wilder continues his series about NLP. This time he would like to bring you to the Deep Learning realm, exploring Deep Neural Networks for sentiment analysis. If you are already familiar with those types of network and know why certain choices are made, you can skip the first section and go […]
Deep Learning for Natural Language Processing – Part I
Author – Wilder Rodrigues Nowadays, the task of natural language processing has been made easy with the advancements in neural networks. In the past 30 years, after the last AI Winter, amongst the many papers have been published, some have been in the area of NLP, focusing on a distributed word to vector representations. The […]
Smart energy consumption insights with Elasticsearch and Machine Learning
At home we have a Youless device which can be used to measure energy consumption. You have to mount it to your energy meter so it can monitor energy consumption. The device then provides energy consumption data via a RESTful api. We can use this api to index energy consumption data into Elasticsearch every minute […]
Machine Learning: Predicting house prices
Recently I have followed an online course on machine learning to understand the current hype better. As with any subject though, only practice makes perfect, so i was looking to apply this new knowledge. While looking to sell my house I found that would be a nice opportunity: Check if the prices a real estate […]