Autonomous Driving Infrastructure with Vinoj Kumar

Autonomous Driving Infrastructure with Vinoj Kumar

Author: Machine Learning Archives - Software Engineering Daily September 20, 2021 Duration: 37:03
Interest in autonomous vehicles dates back to the 1920s. It wasn’t until the 1980s that the first truly autonomous vehicle prototypes began to appear. The first DARPA Grand Challenge took place in 2004 offering competitors $1 million dollars to complete a 150-mile course through the Mojave desert. The prize was not claimed. Since then, rapid

Dive deep into the conversations shaping the future of artificial intelligence with the Machine Learning Archives-Software Engineering Daily. This curated collection pulls from the broader Software Engineering Daily library, focusing entirely on the intricate world of ML engineering. Each episode features a detailed, technical interview with engineers, researchers, and architects who are building the systems behind today's most advanced AI. You'll hear them break down complex topics like model deployment, data pipeline challenges, and the practical trade-offs involved in taking research from a notebook into production. The discussions are grounded in real-world implementation, moving beyond theoretical concepts to explore the tools, failures, and successes that define the field. For developers and technical leaders looking to understand the nuts and bolts of applied machine learning, this podcast offers a valuable archive of knowledge. It's a direct line to the practitioners who are solving hard problems every day, providing insights you can apply to your own work. Tune in to gain a clearer perspective on how machine learning is integrated into modern software, one detailed conversation at a time.
Author: Language: en-us Episodes: 100

Machine Learning Archives - Software Engineering Daily
Podcast Episodes
MindsDB: Automated Machine Learning with Jorge Torres [not-audio_url] [/not-audio_url]

Duration: 48:25
Using artificial intelligence and machine learning in a product or database is traditionally difficult because it involves a lot of manual setup, specialized training, and a clear understanding of the various ML models a…
Creation Labs: Self Driving Trucks with Jakub Langr [not-audio_url] [/not-audio_url]

Duration: 48:36
Creation Labs is helping bring Europe 1 step closer to fully autonomous long haul trucking. They have developed an AI Driver Assistance System (AIDAS) that retrofits to any commercial vehicle, starting with VW Crafters a…
Pinecone: Vector Database with Edo Liberty [not-audio_url] [/not-audio_url]

Duration: 45:46
Vectors are the foundational mathematical building blocks of Machine Learning. Machine Learning models must transform input data into vectors to perform their operations, creating what is known as a vector embedding. Sin…
iRobot with Chris Svec [not-audio_url] [/not-audio_url]

Duration: 56:44
Embedded Software Engineering is the practice of building software that controls embedded systems- that is, machines or devices other than standard computers. Embedded systems appear in a variety of applications, from sm…
Reinforcement Learning and Robotics with Nathan Lambert [not-audio_url] [/not-audio_url]

Duration: 55:03
Reinforcement learning is a paradigm in machine learning that uses incentives- or “reinforcement”- to drive learning. The learner is conceptualized as an intelligent agent working within a system of rewards and penalties…
Machine Learning Carbon Capture with Diego Saez-Gil [not-audio_url] [/not-audio_url]

Duration: 40:47
Companies can have a negative impact on the environment by outputting excess carbon. Many companies want to reduce their net carbon impact to zero, which can be done by investing in forests. Pachama is a marketplace for…
TensorFlow Lite with Pete Warden [not-audio_url] [/not-audio_url]

Duration: 40:52
TensorFlow Lite is an open source deep learning framework for on-device inference. TensorFlow Lite was designed to improve the viability of machine learning applications on phones, sensors, and other IoT devices. Pete Wa…
WebAssembly on IoT with Jonathan Beri (Repeat) [not-audio_url] [/not-audio_url]

Duration: 49:38
Originally published July 30, 2019 “Internet of Things” is a term used to describe the increasing connectivity and intelligence of physical objects within our lives. IoT has manifested within enterprises under the term “…