This article was written by John Hammink. John is Chief Evangelist for Treasure Data. An 18-year veteran of the technology and startup scene, he enjoys travel to unusual places, as well as creating digital art and world music.
With the explosion of “Big Data” over the last few years, the need for people who know how to build and manage data-pipelines has grown. Unfortunately, supply has not kept up with demand and there seems to be a shortage of engineers focused on…Continue
Added by Emmanuelle Rieuf on March 6, 2018 at 6:00pm — No Comments
Tuesday of Strata Data Conference is my favorite of the four days. The calm before the storm of the keynotes and short presentations of Wednesday-Thursday, Tuesday revolves on half day training sessions that afford reasonably deep dives into technical data science topics. This year my choices were Using R and Python for scalable data science, machine…Continue
Added by steve miller on March 6, 2018 at 3:00pm — No Comments
Summary: A major problem with chatbots is that they can only provide information from what’s in their knowledge base. Here’s a new approach that makes your chatbot smarter with every question it can’t answer, making it a self-learning lifelong learner.
If you’ve been keeping up with the…Continue
The problem this blockchain project is trying to solve is allowing a number of people to create a knowledge product in a decentralized way, without a person dictating who should contribute and who should not. Whose contribution to the knowledge product will be accepted or rejected is done by a consensus of all participating members. The system should allow transparently assessing and scoring the contribution of each of the participant to the final product. The system should also allow…Continue
Added by Issoufou Seidou Sanda on March 5, 2018 at 3:30am — No Comments
The Building automation and control system market was estimated as USD 30.8 Billion in 2014 and is expected to grow at a CAGR of 9.04% over the forecast period. The automation and control system is referred as the structured interlink network control system. The control system is used to control and monitor the MEP system such as security, power monitoring, CCTV, elevators…Continue
We went from analog to digital few decades back and then GPRS, Edge & came 3G, which brought data and web…Continue
Added by Sandeep Raut on March 4, 2018 at 6:30pm — No Comments
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers, regression, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, time series, cross-validation, model fitting, dataviz,…Continue
Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for the picture of the week.
Added by Vincent Granville on March 4, 2018 at 8:00am — No Comments
What most people call “analysis,” I refer to this as “guidance.” It is not guidance in terms of guiding the company; but rather, I provide a narrative to help guide people through the data - of which there is a great deal. I play the role of a tour guide. I remember when I was a teaching assistant for a social science class - and there was a contentious area that would likely be the focal point for essays - I said that it didn’t matter to me what “opinions” people expressed. Nobody had…Continue
As everyone knows Machine learning studies computer algorithms for learning to do stuff. We might, for instance, be interested in learning to complete a task, or to make accurate predictions, or to behave intelligently. The learning that is being done is always based on some sort of observations or data, such as examples…direct experience, or instruction. So in general, machine learning is about learning to do better in the future based on…Continue
Added by Jayesh Bapu Ahire on March 3, 2018 at 6:00am — No Comments
They come in various shapes: infographics, cheat sheets, periodic tables, one-picture articles, and even maps. They cover everything: IoT, AI, machine learning, data science, deep learning, Hadoop, Python, R, dataviz, statistical theory, big data - you name it. Below is a selection that is most relevant to our readers.
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees,…Continue
Knowledge is power
With IDC estimating that the data mountain has now reached five zettabytes, it is not a case of a business not having enough data to make business decisions, but arguably knowing too much. For many, it is the old adage of not being able to see the wood from the trees. Armed with all this information, businesses should be able to operate more efficiently and accurately than ever before, but many simply don’t have the key to unlock valuable…Continue
Added by Mathias Golombek on March 2, 2018 at 5:30am — No Comments
The following advice is built from my experience working as a data scientist on a variety of projects across different data & engineering teams. Many data scientists (myself included) do not come from a computer science or software development background, so may not have formal training or good habits in code writing. These tips should help data scientists work collaboratively to write good code and build models in a way that will be easier to…Continue
"No one wants to be sold but everyone wants to buy."
Most of us hate being sold. The moment we know someone is selling something, we keep our guards up.
In the book, The Challenger Sale, authors Mathew Dixon and Brent Adamson surveyed over 6000 salespeople from around the world and found that ‘challenger salespeople’ outperformed every other group. Who are these challenger salespeople? These…Continue
Here is our list of featured resources, articles, and forum questions posted since Monday:
Resources and Technical ContributionsContinue
Added by Vincent Granville on March 1, 2018 at 9:30am — No Comments
Ask for feedback from just about any critic of the R statistical package and you'll hear two consistent responses: 1) R is a difficult language to learn, and 2) R's data size limitation to physical RAM consigns it to toy academic applications. Having worked with R for over 15 years, I probably shared those views to some extent early on, but no longer.
Yes, R's a language where array-oriented processing and functional…Continue
Added by steve miller on March 1, 2018 at 9:00am — No Comments
Narrowband IoT (NB-IOT) is a Low Power Wide Area Network (LPWAN) radio technology standard developed to permit a various services and devices to be connected using telecommunications bands. Narrowband Internet of things is a narrowband radio technology designed…Continue
Added by Alisha Wilson on March 1, 2018 at 2:00am — No Comments
The manufacturing industry has always has been open to adopting latest technologies. Industrial robots and drones have been a part of the manufacturing industry subsequently since 1960s. The next automation revolution is just around the turn and the US Manufacturing Sector is awaiting this technological advancements eagerly. The adoption of AI by the companies can keep…Continue
Added by Alisha Wilson on March 1, 2018 at 1:30am — No Comments