2021 predictions and trends for AI
Despite all the havoc, 2020 has been a good year for tech and a good year for AI. We already see the green shoots of recovery at the end of 2020 and 2021 holds much pr...
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New Tests of Randomness and Independence for Sequences of Observations
There is no statistical test that assesses whether a sequence of observations, time series, or residuals in a regression model, exhibits independence or not. Typically, w...
Robust Adversarial Inputs
This article was written on OpenAI. We’ve created images that reliably fool neural network classifiers when viewed from varied scales and perspectives. This challenge...
DSC Webinar Series: How to Drive Python Model ROI & User Engagement
Python is one of the most popular modeling languages in the world, and yet more than half of the time, developers fail to deliver their advanced analytics to the business...
Will DNNs Ever Really be Explainable?
Summary: As we have become ever more enamored with DNNs, and their accuracy and utility has been paced only by their complexity we will need to answer the question of whe...
DSC Podcast Series: ModelOps – The Key to Faster Return on your Analytics Investments
Just as important as what models you build, is the question of what you do with those models, where and how your models get deployed and once deployed, how you monitor th...
DSC Webinar Series: Condition-Based Monitoring Analytics Techniques In Action
When it comes to running a successful business, every organization strives to find the most efficient strategy possible. With that being said, it’s important that busin...
Statistical Machine Learning in Python
A summary of the book “Introduction to Statistical Learning” in jupyter notebooks Whenever someone asks me “How to get started in data science?”, I usually recomm...
Digital Dreams – Analog Processes
Your in-house data science team is not the exclusive source of AI/ML based improvements. Process Re-engineering is gaining new life as a way to optimize data processes....
Why you should NEVER run a Logistic Regression (unless you have to)
Hello fellow Data Science-Centralists! I wrote a post on my LinkedIn about why you should NEVER run a Logistic Regression. (Unless you really have to). The main thrust is...