Understand how Causal AI frameworks and algorithms support decision making tasks like estimating the impact of interventions, counterfactual reasoning and repurposing previously gained knowledge on…
Building a Serverless Azure ML Service Using Cognitive and CDKTF. In this tutorial we will go over using cloud services such as Azure Functions and Cognitive to build a sentiment analysis service.
Data science involves the use of technical programming tools. Most times these tools become complex to work with due to errors in analysis, system compatibility, technical difficulties, or errors…
Comedian Chris Rock comes up with novel ideas in small steps. Before his hugely successful shows, he spends as many evenings as possible in small comedy clubs and tries out new jokes. Of course, most…
Disclaimer: I’ll be putting quotes around certain words, like race, racial measurements”, etc. because not only are these terms loaded with historical discrimination, but “race” is un-scientific. A…
ARIMA is one of the best models to start a univariate time series experiment. It delivers state-of-the-art performances, especially in the case of small datasets, where deep learning models are not…
Broadcasting is a mechanism that allows Numpy to handle arrays of different shapes during arithmetic operations. Broadcasting allows for vectorization.
Every minute, 69 million Messenger and WhatsApp messages, almost 700 thousand Instagram stories, and 500 hours of YouTube videos are streamed, shared, and uploaded on the internet, according to…
How to write and export NumPy arrays into CSV files in Python
Neural Network (NN) is a black box for so many people. We know that it works, but we don’t understand how it works. This article will demystify this belief by working on some examples to show how a…
