Extracting and exposing valuable insights to enable smart cities and many other applications. I recently had the privilege of getting … More
Category: AI
RISELab’s AutoPandas hints at automation tech that will change the nature of software development
Neural-backed generators are a promising step toward practical program synthesis. There’s a lot of hype surrounding AI, but are companies … More
AI and machine learning will require retraining your entire organization
To successfully integrate AI and machine learning technologies, companies need to take a more holistic approach toward training their workforce. … More
Enabling end-to-end machine learning pipelines in real-world applications
The O’Reilly Data Show Podcast: Nick Pentreath on overcoming challenges in productionizing machine learning models. In this episode of the … More
The quest for high-quality data
Machine learning solutions for data integration, cleaning, and data generation are beginning to emerge. By Ihab Ilyas and Ben Lorica. … More
AI adoption is being fueled by an improved tool ecosystem
We now are in the implementation phase for AI technologies. In this post, I share slides and notes from a … More
How AI and machine learning are improving customer experience
From data quality to personalization, to customer acquisition and retention, and beyond, AI and ML will shape the customer experience … More
It’s time for data scientists to collaborate with researchers in other disciplines
The O’Reilly Data Show Podcast: Forough Poursabzi Sangdeh on the interdisciplinary nature of interpretable and interactive machine learning. In this … More
Algorithms are shaping our lives – here’s how we wrest back control
[A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Kartik Hosanagar on the growing … More
You created a machine learning application. Now make sure it’s secure.
[A version of this post appears on the O’Reilly Radar.] The software industry has demonstrated, all too clearly, what happens … More
