TechAdmix

  TinyML course Apple acquired xnor AI course fro edge Impulse - Introduction to embedded machine learning Arm tinyML resources Why tinyml is a giant opportunity Linleygroup recordings Embedded Vision Summit 2021 What does TinyML need from Hardware

  Pulsimeter  can be made without skin contact. attiny85 pulse-oximete and photoplethysmograph pulse oximeter calibration A machine learning model for breathing

  Startup Engineering Notes  and  slides

  tinyML Talks: Build an Edge optimized tinyML application for the Arduino Nano 33 BLE Sense How Chris Knorowski, CTO of  Sensiml  goes about tinyML as a solution for a problem 1. Is the solution complex enough to warranty ML? 2. Does the data need to be on the device vs cloud? security reasons. 3. Business case Whats your sample rate and how will you collect the data? Wi-Fi or BLE? While adding a sensor for every golf club might not make sense, there is a company which has some intelligence in  golf ball with GPS  and  Graf ball  with analytics ability. 4. Data Collection - Variance of data to decide how much data to collect, domain expertise for labelling data. 12:43 Good question on the order of fitting the code vs shining up the model Important to have negative examples when building gesture applications. Understanding  Confusion matrix  with the doctor, patient and pregnancy. This meme explains is better, the confusion matrix shows us...

History of the Sewing Machine Timeline of he sewing machine   Cloth as currency and wealth "c onsumption as a kind of banking and an economic system."

Do we need to distribute the power/energy? In Edisons and Westinghouses time, the breakthrough was AC transmission and distribution?   Stranded energy Can you think of any portable applications with global demand? Curtailed energy and more Capacity factor of energy

 Highlight the innovations BCLEP growthhub  maintains an  Innovation tracker  of local companies to show how innovation can be in various aspects of products or services like or even  building new capabilities  that expand your product portfolio and also reduce cost due to bringing the capabilities in-house.

  Darling Q1 2021 Enviroflight X-Pure GelMA  has  clinical potential .

UX Design Empathy Map and Research Planner: Research users pains, feeling and thinking by using empathy mapping   Empathy Mapping  for customer discovery process Customer discovery process  called  I-corps  or the Innovation corps. Customer onboarding process  to FVD - first value delivered.

  jopwell  for Black, Latinx, Native American students and professionals. CareerCopilots Internships at  usajobs.gov To Create Paths to the Middle Class, Teach Students to Create Options  -  Illinois Community College grant opportunities CAG career solutions  in Georgia.

Blockchain development program T175 1.  botic-chain Robonomics network Decentralization for robotics - Dero  opencog 2.  Rinx betting pools 3.  NFT valuation lending borrowing opensea and rinkeby Dragos Leveraging Non Fungible Tokens 4. Health coin