Causal AI — Enabling Data-Driven Decisions

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…

towardsdatascience.com 10 hours ago

Building a Serverless Azure ML Service Using Cognitive and CDKTF

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.

towardsdatascience.com 10 hours ago

How to Fix Kernel Error in Jupyter Notebook

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…

towardsdatascience.com 10 hours ago

How to Perform Better on Machine Learning Projects

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…

towardsdatascience.com 10 hours ago

p-values: A Legacy of “Scientific Racism”

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…

towardsdatascience.com 12 hours ago

Find the order of ARIMA models

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…

towardsdatascience.com 13 hours ago

Broadcasting in Numpy: A Powerful Technique You Should Know

Broadcasting is a mechanism that allows Numpy to handle arrays of different shapes during arithmetic operations. Broadcasting allows for vectorization.

towardsdatascience.com 13 hours ago

DataOps and You: 4 Substantial Benefits for Any Data-Driven Business

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…

towardsdatascience.com 13 hours ago

How To Write NumPy Array Into CSV File

How to write and export NumPy arrays into CSV files in Python

towardsdatascience.com 13 hours ago

How Neural Networks Actually Work — Python Implementation (Simplified)

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…

towardsdatascience.com 14 hours ago