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 forest investments. Pachama uses satellites, imaging, machine learning, and other techniques to determine how much carbon is being The post Machine Learning Carbon Capture with Diego Saez-Gil appeared first on Software Engineering Daily.

Machine Learning – Software Engineering Daily

Machine Learning Carbon Capture with Diego Saez-Gil

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 Warden works on TensorFlow Lite at Google and joins the show to talk about the world of machine learning applications and the necessary The post TensorFlow Lite with Pete Warden appeared first on Software Engineering Daily.

TensorFlow Lite with Pete Warden

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 “Industrial IoT,” as wireless connectivity and machine learning have started to improve devices such as centrifuges, conveyor belts, and factory robotics. In The post WebAssembly on IoT with Jonathan Beri (Repeat) appeared first on Software Engineering Daily.

WebAssembly on IoT with Jonathan Beri (Repeat)

Originally published April 17, 2019 Drishti is a company focused on improving manufacturing workflows using computer vision. A manufacturing environment consists of assembly lines. A line is composed of sequential stations along that manufacturing line. At each station on the assembly line, a worker performs an operation on the item that is being manufactured. This The post Drishti: Deep Learning for Manufacturing with Krish Chaudhury (Repeat) appeared first on Software Engineering Daily.

Drishti: Deep Learning for Manufacturing with Krish Chaudhury (Repeat)

Originally published June 21, 2019 Niantic is the company behind Pokemon Go, an augmented reality game where users walk around in the real world and catch Pokemon which appear on their screen. The idea for augmented reality has existed for a long time. But the technology to bring augmented reality to the mass market has The post Niantic Real World with Paul Franceus (Repeat) appeared first on Software Engineering Daily.

Niantic Real World with Paul Franceus (Repeat)

Originally published December 9, 2019 Machine learning algorithms have existed for decades. But in the last ten years, several advancements in software and hardware have caused dramatic growth in the viability of applications based on machine learning. Smartphones generate large quantities of data about how humans move through the world. Software-as-a-service companies generate data about The post Practical AI with Chris Benson (Repeat) appeared first on Software Engineering Daily.

Practical AI with Chris Benson (Repeat)

Originally published January 25, 2019 When TensorFlow came out of Google, the machine learning community converged around it. TensorFlow is a framework for building machine learning models, but the lifecycle of a machine learning model has a scope that is bigger than just creating a model. Machine learning developers also need to have a testing The post Kubeflow: TensorFlow on Kubernetes with David Aronchick (Repeat) appeared first on Software Engineering Daily.

Kubeflow: TensorFlow on Kubernetes with David Aronchick (Repeat)

Originally published April 3, 2017 A hedge fund is a collection of investors that make bets on the future. The “hedge” refers to the fact that the investors often try to diversify their strategies so that the direction of their bets are less correlated, and they can be successful in a variety of future scenarios. The post Hedge Fund Artificial Intelligence with Xander Dunn (Repeat) appeared first on Software Engineering Daily.

Hedge Fund Artificial Intelligence with Xander Dunn (Repeat)

For several years, we have had the ability to create artificially generated text articles. More recently, audio and video synthesis have been feasible for artificial intelligence. Rosebud is a company that creates animated virtual characters that can speak. Users can generate real or fictional presenters easily with Rosebud. Dzmitry Pletnikau is an engineer with Rosebud The post Rosebud: Artificially Generated Media with Dzmitry Pletnikau appeared first on Software Engineering Daily.

Rosebud: Artificially Generated Media with Dzmitry Pletnikau

Originally published November 7, 2018 An instruction set defines a low level programming language for moving information throughout a computer. In the early 1970’s, the prevalent instruction set language used a large vocabulary of different instructions. One justification for a large instruction set was that it would give a programmer more freedom to express the The post Computer Architecture with Dave Patterson Holiday Repeat appeared first on Software Engineering Daily.

Computer Architecture with Dave Patterson Holiday Repeat

October 1, 2019 The development of self-driving cars is one of the biggest technological changes that is under way. Across the world, thousands of engineers are working on developing self-driving cars. Although it still seems far away, self-driving cars are starting to feel like an inevitability. This is especially true if you spend much time The post Cruise: Self-Driving Engineering with Mo Elshenawy Holiday Repeat appeared first on Software Engineering Daily.

Cruise: Self-Driving Engineering with Mo Elshenawy Holiday Repeat

Newer machine learning tooling is often focused on streamlining the workflows and developer experience. One such tool is BentoML. BentoML is a workflow that allows data scientists and developers to ship models more effectively. Chaoyu Yang is the creator of BentoML and he joins the show to talk about why he created Bento and the The post Model Deployment and Serving with Chaoyu Yang appeared first on Software Engineering Daily.

Model Deployment and Serving with Chaoyu Yang

Data labeling and model training requires tools to enable humans to work in the loop more effectively. The “human in the loop” is necessary to train models via human-labeled data. Humanloop is a platform for streamlining the tasks of the human in the loop. Raza Habib is a founder of Humanloop joins the show to The post Humanloop: NLP Model Engineering with Raza Habib appeared first on Software Engineering Daily.

Humanloop: NLP Model Engineering with Raza Habib

Federated learning is machine learning without a centralized data source. Federated Learning enables mobile phones or edge servers to collaboratively learn a shared prediction model while keeping all the training data on device. Mike Lee Williams is an expert in federated learning, and he joins the show to give an overview of the subject and The post Federated Learning with Mike Lee Williams appeared first on Software Engineering Daily.

Federated Learning with Mike Lee Williams

Machine learning models require training data, and training data needs to be labeled. Raw images and text can be labeled using a training data platform like Labelbox. Labelbox is a system of labeling tools that enables a human workforce to create data that is ready to be consumed by machine learning training algorithms. The Labelbox The post Labelbox: Data Labeling Platform appeared first on Software Engineering Daily.

Labelbox: Data Labeling Platform

Machine learning and data science episodes of Software Engineering Daily.

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Machine Learning – Software Engineering Daily

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