A “quick” introduction to PyMC3 and Bayesian models
A “quick” introduction to PyMC3 and Bayesian models, Part I In this post, I give a “brief”, practical introduction using a specific and hopefully relate-able exa...
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GraphQL & gRPC (Part 2)
The original intent of this post was to take a real-life project with GraphQL and to see the performance of gRPC against HTTP. Instead, we ended up using the awesome Gra...
GraphQL & gRPC (Part 1)
GraphQL & gRPC (Part 1) GraphQL(Graph Query Language) is a powerful query language that has allowed huge organizations, like Facebook and Github, to expose massive a...
How I Learned to Stop Worrying and Love Uncertainty
Humans and uncertainty Since their early days, humans have had an important, often antagonistic relationship with uncertainty; we try to kill it everywhere we find it. Wi...
Is it ‘always’ necessary to treat outliers in a machine learning model?
Outliers is one of those issues we come across almost every day in a machine learning modelling. Wikipedia defines outliers as “an observation point that is distant fro...
Significance of p-value
P – Value In this blog we will discuss the important functionality of p – value in statistical experiments. Why p – value is the deciding factor for accepting or re...
Cognitive computing: Moving From Hype to Deployment
Although cognitive computing, which is many a times referred to as AI or Artificial Intelligence, is not a new concept, the hype surrounding it and the level of interest ...
It's Not Digital Transformation; It’s “Intelligence Transformation” We Seek
Forrester published a report titled “The Sorry State of Digital Transformation in 2018” (love the brashness of the title) that found that 21% of 1,559 business and IT...
Practical Apache Spark in 10 minutes. Part 5 – Streaming
Spark is a powerful tool which can be applied to solve many interesting problems. Some of them have been discussed in our previous posts. Today we will consider another i...
Which Programming Language Is Considered To Be Best For Machine Learning?
These are a bulk of people pondering the same question and exploring different answers but at a hanging stage not knowing which one is correct and which one should they f...