Tag

machine learning engineering

2 views collected around this technical thread.

New Oriental Technology
New Oriental Technology
Sep 29, 2021 · Artificial Intelligence

Building and Managing an AI Research Department: Engineering Practices, Organizational Structure, and Educational Applications

This article explores the strategic management and engineering practices required to build an effective AI research department, detailing organizational structures, performance metrics, cost-reduction strategies, and practical educational AI solutions that bridge theoretical algorithms with scalable industrial applications.

AI DevOpsAI R&D Managementcost optimization
0 likes · 23 min read
Building and Managing an AI Research Department: Engineering Practices, Organizational Structure, and Educational Applications
Architecture Digest
Architecture Digest
Aug 15, 2017 · Artificial Intelligence

Why AI Engineers Must Understand Basic Infrastructure: From Big Data to Deep Learning

The article explains why AI engineers need foundational infrastructure knowledge—covering big‑data processing, cloud services, containerization, MapReduce, and deep‑learning platforms—to effectively solve real‑world problems, collaborate with teams, and build scalable, maintainable AI solutions.

AI infrastructureCloud ComputingMapReduce
0 likes · 14 min read
Why AI Engineers Must Understand Basic Infrastructure: From Big Data to Deep Learning