www.peoplespace.us/ai
PeopleSpace AI Lab's mission is to foster the next generation of artificial intelligence companies by providing innovative entrepreneurs with the strategic resources necessary to solve big problems.
PeopleSpace is a not-for-profit private foundation located in Irvine, California with a long tradition of conferences, hackathons, informational and social meetings, and annual international student internships.
I am developing an Artificial Intelligence meta-tool used in human-electronics interaction and its effect on people planet profit. Human-Electronics Interaction is a phenomenon which describes how human beings interact with electronic devices to meet their needs, and how human depend and adapt to this interaction. The interaction generates data; click, no-click, view, no-view, active, passive, start, stop, balk, take a photo, talk, listen... These data can be analyzed in three broad categories;
- numerical data (statistical analysis)
- image data (still and video image)
- natural language processing (text) and chatbot (sound)
Data in everyone’s hands can mean a digitally connected democratic world. Data in the right hands can mean Innovation. Data can increase revenue, reduce waste, and correct fraud.
The success of location-mobility companies are well known. Google's search engine, Apple's iPhone, Airbnb, Skype, Uber, Facebook, WeWork, etc. address the need of nomads who want to move around in the world in the most efficient manner.
The success of time-mobility companies is up and coming too. The data can assist us to move around in time. The financial industry has been using DATA with great success since its inception. The options and futures are created to hedge for the future uncertainty, and correct forecasting using the statistical analysis of past data is a fundamental norm; knowing the future by seeing the past yield unimaginable profit.
Data used in personal life is just as useful. Age-friendly technologies can preserve our past and brighten up our future. Not exactly a time machine yet, but will be closed. Time-mobility companies will be next unicorns.
Memory enhancement exercise (game) and Alzheimer's Disease patient chatbot (NLP) can preserve the patients' dignity, enhance caregivers' quality of life, and reduce society's burden. Judicial mix of Biotech, Healthcare, Life Science technology can give us a glimpse into the future so we can make healthier choices.
The quality of life will have enhanced greatly when we can say, "I can remember my past clearly, and see my future confidently". The problems deriving from future uncertainty, i.e. fear, anxiety, social inequality, financial troubles, healthcare cost, etc... will be eliminated.
AI TRAINING @ PEOPLESPACE AI LAB
Duration: 2 months
Technical training topics:
Image Classification
Data cleaning and production; SGD from scratch
Data blocks; Multi-label classification; Segmentation
NLP; Tabular data; Collaborative filtering; Embeddings
Back propagation; Accelerated SGD; Neural net from scratch
Regularization; Convolutions; Data ethics
Resnets from scratch; U-net; Generative (adversarial) networks
SUPPLEMENT SELF STUDY
