The Data Exchange with Ben Lorica
A series of informal conversations with thought leaders, researchers, practitioners, and writers on a wide range of topics in technology, science, and of course big data, data science, artificial intelligence, and related applications. Anchored by Ben Lorica (@BigData), the Data Exchange also features a roundup of the most important stories from the worlds of data, machine learning and AI. Detailed show notes for each episode can be found on https://thedataexchange.media/ The Data Exchange pod...
Episodes (365)
Imperceptible NLP Attacks
The Data Exchange with Ben Lorica
Evolving Data Science Training Programs
The Data Exchange with Ben Lorica
Building Machine Learning Infrastructure at Netflix and beyond
The Data Exchange with Ben Lorica
Democratizing NLP
The Data Exchange with Ben Lorica
Machine Learning at Discord
The Data Exchange with Ben Lorica
Applications of Knowledge Graphs
The Data Exchange with Ben Lorica
Key AI and Data Trends for 2022
The Data Exchange with Ben Lorica
Large Language Models
The Data Exchange with Ben Lorica
Data and Machine Learning Platforms at Shopify
The Data Exchange with Ben Lorica
What is AI Engineering?
The Data Exchange with Ben Lorica
NLP and AI in Financial Services
The Data Exchange with Ben Lorica
Modern Experimentation Platforms
The Data Exchange with Ben Lorica
Reinforcement Learning in Real-World Applications
The Data Exchange with Ben Lorica
MLOps Anti-Patterns
The Data Exchange with Ben Lorica
Why You Need a Modern Metadata Platform
The Data Exchange with Ben Lorica
Making Large Language Models Smarter
The Data Exchange with Ben Lorica
AI Begins With Data Quality
The Data Exchange with Ben Lorica
Modernizing Data Integration
The Data Exchange with Ben Lorica
Deploying Machine Learning Models Safely and Systematically
The Data Exchange with Ben Lorica
Large-scale machine learning and AI on multi-modal data
The Data Exchange with Ben Lorica
Machine Learning in Astronomy and Physics
The Data Exchange with Ben Lorica
The Unreasonable Effectiveness of Multiple Dispatch
The Data Exchange with Ben Lorica
How To Lead In Data Science
The Data Exchange with Ben Lorica
Why interest in graph databases and graph analytics are growing
The Data Exchange with Ben Lorica
The State of Data Journalism
The Data Exchange with Ben Lorica
Auditing machine learning models for discrimination, bias, and other risks
The Data Exchange with Ben Lorica
An oscilloscope for deep learning
The Data Exchange with Ben Lorica
What’s new in data engineering
The Data Exchange with Ben Lorica
The evolution of the data science role and of data science tools
The Data Exchange with Ben Lorica
Data Augmentation in Natural Language Processing
The Data Exchange with Ben Lorica
Storage Technologies for a Multi-cloud World
The Data Exchange with Ben Lorica
Building a next-generation dataflow orchestration and automation system
The Data Exchange with Ben Lorica
Building a flexible, intuitive, and fast forecasting library
The Data Exchange with Ben Lorica
Neural Models for Tabular Data
The Data Exchange with Ben Lorica
Training and Sharing Large Language Models
The Data Exchange with Ben Lorica
Questioning the Efficacy of Neural Recommendation Systems
The Data Exchange with Ben Lorica
Automation in Data Management and Data Labeling
The Data Exchange with Ben Lorica
Reinforcement Learning For the Win
The Data Exchange with Ben Lorica
How Companies Are Investing in AI Risk and Liability Minimization
The Data Exchange with Ben Lorica
The Future of Machine Learning Lies in Better Abstractions
The Data Exchange with Ben Lorica
Why You Should Optimize Your Deep Learning Inference Platform
The Data Exchange with Ben Lorica
AI Beyond Automation
The Data Exchange with Ben Lorica
Injecting Software Engineering Practices and Rigor into Data Governance
The Data Exchange with Ben Lorica
Building a data store for unstructured data and deep learning applications
The Data Exchange with Ben Lorica
How Technology Companies Are Using Ray
The Data Exchange with Ben Lorica
Data quality is key to great AI products and services
The Data Exchange with Ben Lorica
Machine Learning in Healthcare
The Data Exchange with Ben Lorica
Measuring the Impact of AI and Machine Learning Research
The Data Exchange with Ben Lorica
The Mathematics of Data Integration and Data Quality
The Data Exchange with Ben Lorica
Pricing Data Products
The Data Exchange with Ben Lorica