and store data UNDERSTAND Explore, clean, transform, visualize DEPLOY Communicate and integrate into systems MODEL Build and validate models Data Analytics & Insights Data Modeling Data Engineering & Architecture
BUSINESS INTELLIGENCE DATA MINING ANALYTICS PROCESS ENGINEERING QUANTITATIVE RESEARCH OPTIMIZATION REPORTS DASHBOARDS CRAWLING OPEN DATA DATA WAREHOUSE INFORMATION RETRIEVAL
BUY AMAZON RECOMMENDATIONS WHAT INFORMATION WE CONSUME GOOGLE SEARCH WHAT SHOWS WE WATCH NETFLIX HOW WE NAVIGATE GOOGLE MAPS HOW WE CONNECT FACEBOOK LINKEDIN In 2009, Netflix awarded the $1M Grand Prize
Engineering & Architecture Data Analytics & Insights Data Science Sr. Data Engineer Data Architect Data Analyst Sr. Data Analyst Analytics Manager Director of Analytics Director of Data Engineering Data Scientist Sr. Data Scientist Data Science Manager Director of Data Science
Nature. 19 October 2017. Retrieved 19 October 2017. Oct. 2015 - Beats human professional Go player (v. Fan) Mar. 2016 - Beats Lee Sedol (9-dan professional) in five-game match (v. Lee) May 2017 - Beats Ke Jie the world's top Go player (v. Master) October 2017 - AlphaGo Zero beats Alpha Go (v.Lee) (100-0) with an algorithm based solely on reinforcement learning, without human data.
and then tell you what they’ve learned. They refuse to learn “the world as we wish it were”. The fact is that these biases do exist in our society, and they’re reflected in nearly any piece of data you look at. Source: https://medium.com/@yonatanzunger/asking-the-right-questions-about-ai-7ed2d9820c48 BIAS.