MLOps, or DevOps for ML, is a burgeoning enterprise area to help Data Science (DS) and IT teams accelerate the ML lifecycle of model development and deployment. Model training, the first step, is central to model development and now widely available on Jupyter Notebooks or with automated training (AutoML). But ML is not the easiest … Continue reading “The Rise of MLOps Monitoring”
TikTok and the Risks of Black Box Algorithms
TikTok made waves this summer when its CEO Kevin Mayer announced on the company’s blog that the company would be releasing its algorithms to regulators and called on other companies to do the same. Mayer described this decision as a way to provide “peace of mind through greater transparency and accountability,” and that to demonstrate … Continue reading “TikTok and the Risks of Black Box Algorithms”
AI Explained Video Series: The AI Concepts You Need to Understand
As businesses recognize the need for enhanced digital capabilities and build out more robust and advanced Data Science teams, AI is one of the areas being most heavily invested in. It is viewed within many organizations as a potential panacea: How will I forecast demand, make business recommendations, or combat customer churn? AI. How will … Continue reading “AI Explained Video Series: The AI Concepts You Need to Understand”
How to Detect Model Drift in ML Monitoring
AI adoption is rapidly rising across industries. With the advent of Covid-19, digital adoption by consumers and businesses has vaulted five years forward in a matter of eight weeks. However, the complexity of deploying ML has hindered the success of AI systems. MLOps and specifically the productionizing of ML models come with challenges similar to … Continue reading “How to Detect Model Drift in ML Monitoring”
Hired Partners with Fiddler to Pioneer Responsible AI for Hiring
At Fiddler, we recently announced a partnership with Hired to increase transparency and mitigate bias in its tech talent marketplace. The Hired marketplace uses its proprietary AI Intelligent Job Matching technology to match candidates with relevant jobs at innovative companies across the globe. All of Hired’s AI was built in-house, and they are now layering Fiddler’s … Continue reading “Hired Partners with Fiddler to Pioneer Responsible AI for Hiring”