Category Archives: Uncategorized
I published on GitHub a tutorial on how to implement an algorithm for predictive maintenance using survival analysis theory and gated Recurrent Neural Networks in Keras. The tutorial is divided into: Fitting survival distributions and regression survival models using lifelines. … Continue reading
Very hard to give guidelines here since that each project have its own deployment process that depends on many factors such as the business context and practical issues associated with it. Continue reading
Exploratory analysis should precede and follow any task from the modelling, design and development to the benchmarking. Major problem is how do you share, track and monitor your findings? How do you make your analysis repeatable and scrutinizable from the outside? This is still an open problem. Continue reading
I have recently published a blog post on DZone “Making the Impossible Possible with Tachyon: Accelerate Spark Jobs from Hours to Seconds” which describes the workflow and methodology that we use at Barclays to load data from the raw source (relational database) … Continue reading
‘Companies will stop hiring data scientists when they realise that the majority bring no value’ says data scientist – Computing
via ‘Companies will stop hiring data scientists when they realise that the majority bring no value’ says data scientist – Computing.
Space: Cisco Security Grand Challenge | NineSights.