In Part 2 of Embedded Machine Learning, I speak about one important technique to prune a neural network and perform inference on small devices. Such technique helps preserving most of the accuracy with a model orders of magnitude smaller.

Enjoy the show!

1. The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

This episode is the first of a series about Embedded Machine Learning. I explain the requirements of tiny devices and how it is possible to run machine learning models.

Join us on Discord community chat to discuss the show, suggest new episodes and chat with other listeners!

Sponsored by Amethix Technologies

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

https://datascienceathome.com/compressing-deep-learning-models-distillation-ep-104/

How did we get here? Who invented the methods data scientists use every day?

We answer such questions and much more in this wonderful episode with Triveni Gandhi, Senior Data Scientist and Shaun McGirr, AI Evangelist at Dataiku. We cover topics about the history of data science, ethical AI and...

This episode is brought to you by Dataiku

With Dataiku, you have everything you need to build and deploy AI projects in one place, including easy-to-use data preparation and pipelines, AutoML, and advanced automation.

and by Amethix Technologies

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

www.historyofdatascience.com

In this episode I speak with Manavalan Krishnan from Tsecond about capturing massive amounts of data at the edge with security and reliability in mind.

This episode is brought to you by Tsecond

The growth of data being created at static and moving edges across industries such as air travel, ocean and space exploration, shipping and freight, oil and gas, media, and more proposes numerous challenges in capturing, processing, and analyzing large amounts of data.

and by Amethix Technologies

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

https://tsecond.us/company/manavalan-krishnan/

If you think deep learning is a method to get to AGI, think again. Humans, as well as all mammals think in a... composable way.

Come chat with us on Discord

This episode is brought to you by Amethix Technologies

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

This episode is brought to you by Amethix Technologies

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

Join us on Discord

Feel free to drop by and have a chat with the host and the followers of the show

This episode is brought to you by Advanced RISC Machines (ARM). ARM is a family of reduced instruction set computing architectures for computer processors https://www.arm.com/

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

This episode summarizes a study about trends of AI in 2021, the way AI is perceived by people of different background and some other weird questions.

For instance, would you have sexual intercourse with a robot? Would you be in a relationship with an artificial intelligence?

The study has been conducted by Tidio.com and reported at https://www.tidio.com/blog/ai-trends/

This episode is supported by Amethix Technologies.

If you think deep learning is a method to get to AGI, think again. Humans, as well as all mammals think in a... composable way.

This episode is brought to you by Advanced RISC Machines (ARM). ARM is a family of reduced instruction set computing architectures for computer processors https://www.arm.com/

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

AI, ethics, and explainability.

We answer such questions in this amazing episode with Erika Agostinelli from the AI Elite team at IBM.

Sponsored by Amethix Technologies

Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

AIX360:

https://aix360.mybluemix.net/

Questioning the AI: Informing Design Practices for Explainable AI User Experiences

https://arxiv.org/abs/2001.02478

Explainable AI - IBM

https://www.ibm.com/uk-en/watson/explainable-ai

AI Ethics - IBM

https://www.ibm.com/artificial-intelligence/ethics

Erika Agostinelli’s personal webpage: 

https://www.erikaagostinelli.com/