Peering into the Home w/ Aerial.ai's Wifi Motion Analytics - TWiML Talk #107

Peering into the Home w/ Aerial.ai's Wifi Motion Analytics - TWiML Talk #107

In this episode I’m joined by Michel Allegue and Negar Ghourchian of Aerial.ai. Aerial is doing some really interesting things in the home automation space, by using wifi signal statistics to identify and understand what’s happening in our homes and office environments. Michel, the CTO, describes some of the capabilities of their platform, including its ability to detect not only people and pets within the home, but surprising characteristics like breathing rates and patterns. He also gives us a look into the data collection process, including the types of data needed, how they obtain it, and how it is parsed. Negar, a senior data scientist with Aerial, describes the types of models used, including semi-supervised, unsupervised and signal processing based models, and how they’ve scaled their platform, and provides us with some real-world use cases. Be sure to check out some of the great names that will be at the AI Conference in New York, Apr 29–May 2, where you'll join the leading minds in AI, Peter Norvig, George Church, Olga Russakovsky, Manuela Veloso, and Zoubin Ghahramani. Explore AI's latest developments, separate what's hype and what's really game-changing, and learn how to apply AI in your organization right now. Save 20% on most passes with discount code PCTWIML at twimlai.com/ainy2018. Early price ends February 2! The notes for this show can be found at twimlai.com/talk/107. For complete contest details, visit twimlai.com/myaicontest. For complete series details, visit twimlai.com/aiathome.

Episoder(779)

Live from TWIMLcon! Culture & Organization for Effective ML at Scale (Panel) - #308

Live from TWIMLcon! Culture & Organization for Effective ML at Scale (Panel) - #308

TWIMLcon brought together so many in the ML/AI community to discuss the unique challenges to building and scaling machine learning platforms. In this episode, hear about changing the way companies thi...

15 Okt 201927min

Live from TWIMLcon! Use-Case Driven ML Platforms with Franziska Bell - #307

Live from TWIMLcon! Use-Case Driven ML Platforms with Franziska Bell - #307

Today we're Franziska Bell, Ph.D., the Director of Data Science Platforms at Uber, who joined Sam on stage at TWIMLcon last week. Fran provided a look into the cutting edge data science available comp...

10 Okt 201932min

Live from TWIMLcon! Operationalizing ML at Scale with Hussein Mehanna - #306

Live from TWIMLcon! Operationalizing ML at Scale with Hussein Mehanna - #306

The live interviews from TWIMLcon continue with Hussein Mehanna, Head of ML and AI at Cruise. From his start at Facebook to his current work at Cruise, Hussein has seen first hand what it takes to sca...

8 Okt 201933min

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems - #305

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems - #305

In this episode, Sam is joined by Deepak Agarwal, VP of Engineering at LinkedIn, who graced the stage at TWIMLcon: AI Platforms for a keynote interview. Deepak shares the impact that standardizing pro...

4 Okt 201932min

Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production with Andrew Ng - #304

Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production with Andrew Ng - #304

Earlier today, Andrew Ng joined us onstage at TWIMLcon - as the Founder and CEO of Landing AI and founding lead of Google Brain, Andrew is no stranger to knowing what it takes for AI and machine learn...

1 Okt 201934min

The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303

The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303

Today we are joined by Alexandre Bayen, Director of the Institute for Transportation Studies and Professor at UC Berkeley. Alex's current research is in mixed-autonomy traffic to understand how the gr...

27 Sep 201944min

Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302

Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302

Today we are joined by Karim Beguir, Co-Founder and CEO of InstaDeep, a company focusing on building advanced decision-making systems for the enterprise. In this episode, we focus on logistical proble...

25 Sep 201943min

Deep Learning with Structured Data w/ Mark Ryan - #301

Deep Learning with Structured Data w/ Mark Ryan - #301

Today we're joined by Mark Ryan, author of the upcoming book Deep Learning with Structured Data. Working on the support team at IBM Data and AI, he saw a lack of general structured data sets people co...

19 Sep 201939min

Populært innen Politikk og nyheter

giver-og-gjengen-vg
aftenpodden
aftenpodden-usa
i-retten
forklart
stopp-verden
popradet
fotballpodden-2
det-store-bildet
dine-penger-pengeradet
rss-gukild-johaug
bt-dokumentar-2
hanna-de-heldige
aftenbla-bla
nokon-ma-ga
rss-ness
e24-podden
rss-penger-polser-og-politikk
frokostshowet-pa-p5
chit-chat-med-helle