Week 2 4 ways technology changes how we work Flashcards
Mobile computing def and storage/process? (2)
access to data using a mobile device (low storage, low processing power)
Cloud computing def and storage/process? (2)
on-demand access to computing resources (high storage, high processing power
Infrastructure (as a service) – AWS, Azure*
Platform (as a service) – App engines*
Software (as a service) – Microsoft 365, Salesforce
Cloud computing or Mobile computing?
Cloud computing
Big data def and where its used
Big data is a combination of structured, semi-structured and
unstructured data that organizations collect, analyze and mine in search of new insights.
Big data is used in machine learning projects
Spotify uses what technologies?
big data, NLPS, Machine learning
(NLPs) def
natural language processing
What are spotifys data sources?
data sources include your listening habits, 3Rd Party information (including your social medias), your searches, geographic data
MACHINE LEARNING DEF
Subset of AI that uses algorithms or statistical models that automatically improve existing algorithms/models based on feedback I.E with no prior coding done to train the machines
4 Uses of machine learning
Enhanced decision making
Personalized experiences
Process Optimization
Forecasting/predicting outcomes
Emotion detection use:
used in marketing to analyze customer reactions
Image recognition use:
used in food production to analyze quality of food product
Creative arts use (3)
music, images, text
Health Care use
AI models read medical scans and predict likelihood of cancer (faster and more accurately)
Self-driving vehicles and driver assisted vehicles uses:
automatic braking,
pedestrian alerts, and collision avoidance systems
Intelligent sensors def
Internet of Things (IoT) Sensors describes a network of physical objects—“things”—that are embedded with sensors, software, and other technologies for the purpose of connecting and exchanging data with other devices and systems over the internet.
has security and privacy concerns