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From Biology to Industry. A Blogger’s Journey to Data Science.
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What does blogging mean for Data Sciences? What is Big Data today? How to become a Data Scientist and what type of work results from this transformation?
Shirin ElsinghorstFollow
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From Biology to Industry. A Blogger’s Journey to Data Science.
- From Biology to Industry. A Blogger’s Journey to Data Science Dr. Shirin Glander • codecentric AG, Münster, Germany • shirin.glander@codecentric.de
- OVERVIEW
- • I’m going to talk about my background as a traditional wet-lab biologist, … • …how I got into data analysis and statistics, … • …why I started blogging, … • …and how I eventually ended up as a Data Scientist in a company.
- ABOUT ME
- DATA SCIENCE
- • BUZZ WORD
- • BUZZ WORD • BI + ML
- • BUZZ WORD • BI + ML • PREDIC- TIVE ANALYT- ICS
- https://trends.google.de
- WHAT IS DATA SCIENCE?
- • MAGIC WITH DATA?
- • MAGIC WITH DATA? • WE CAN’T CHANGE NUMBERS...
- • MAGIC WITH DATA? • WE CAN’T CHANGE NUMBERS... • ... BUT WE CAN ANALYZE AND UNDERSTAND
- • MAGIC WITH DATA? • WE CAN’T CHANGE NUMBERS... • ... BUT WE CAN ANALYZE AND UNDERSTAND • => ACTIONABLE - DATA-DRIVEN - INSIGHTS!
- http://berkeleysciencereview.com/article/first-rule-data-science/
- http://www.epmchannel.com/2015/04/07/what-is-big-data-discovery/
- BIG DATA
- http://www.isw-online.de/big-datenschutz/
- http://www.isw-online.de/big-datenschutz/ • GB - TB OF DATA
- http://www.isw-online.de/big-datenschutz/ • GB - TB OF DATA • TOO BIG TO STORE & ANALYZE WITH TRADITIONAL TECHNIQUES
- http://www.isw-online.de/big-datenschutz/ • GB - TB OF DATA • TOO BIG TO STORE & ANALYZE WITH TRADITIONAL TECHNIQUES • BIG POTENTIAL WITH TODAY’S COMPUTING POWER!
- http://www.isw-online.de/big-datenschutz/ • GB - TB OF DATA • TOO BIG TO STORE & ANALYZE WITH TRADITIONAL TECHNIQUES • BIG POTENTIAL WITH TODAY’S COMPUTING POWER! • => ML & DNN
- MACHINE LEARNING
- https://www.gaussalgo.com/machine-learning/
- https://www.gaussalgo.com/machine-learning/ • ML = SUBFIELD OF AI
- https://www.gaussalgo.com/machine-learning/ • ML = SUBFIELD OF AI • COMPUTER LEARNS FROM DATA...
- https://www.gaussalgo.com/machine-learning/ • ML = SUBFIELD OF AI • COMPUTER LEARNS FROM DATA... • ... AND PREDICTS FUTURE/UNKNOWN
- http://nkonst.com/machine-learning-explained-simple-words/
- BIG DATA IN MEDICINE
- https://www.touchsurgery.com/analysis/big-data-in-healthcare/ • MEDICAL RECORDS
- https://www.touchsurgery.com/analysis/big-data-in-healthcare/ • MEDICAL RECORDS • LAB TESTS
- https://www.touchsurgery.com/analysis/big-data-in-healthcare/ • MEDICAL RECORDS • LAB TESTS • GENETIC ANALYSIS
- https://www.touchsurgery.com/analysis/big-data-in-healthcare/ • MEDICAL RECORDS • LAB TESTS • GENETIC ANALYSIS • NEXT-GEN-SEQUENCING
- https://www.touchsurgery.com/analysis/big-data-in-healthcare/ • MEDICAL RECORDS • LAB TESTS • GENETIC ANALYSIS • NEXT-GEN-SEQUENCING • POPULATION DATA
- https://www.touchsurgery.com/analysis/big-data-in-healthcare/ • MEDICAL RECORDS • LAB TESTS • GENETIC ANALYSIS • NEXT-GEN-SEQUENCING • POPULATION DATA • ADDITIONAL DATA, E.G. MOTION PROFILES
- BIG DATA + ML = DNN
- http://www.rsipvision.com/exploring-deep-learning/
- http://www.rsipvision.com/exploring-deep-learning/ • BETTER PREDICTIVE MODELS
- http://www.rsipvision.com/exploring-deep-learning/ • BETTER PREDICTIVE MODELS • PRECISION MEDICINE
- http://www.rsipvision.com/exploring-deep-learning/ • BETTER PREDICTIVE MODELS • PRECISION MEDICINE • PERSONALIZED TREATMENT
- http://www.rsipvision.com/exploring-deep-learning/ • BETTER PREDICTIVE MODELS • PRECISION MEDICINE • PERSONALIZED TREATMENT • UNDERSTANDING COMPLEX DISEASES
- BLOGGING
- WHY BLOG?
- • WORK ON FUN/INTERESTING PROJECTS
- • WORK ON FUN/INTERESTING PROJECTS • LEARNING BY DOING
- • WORK ON FUN/INTERESTING PROJECTS • LEARNING BY DOING • ORGANIZE YOUR THOUGHTS
- • WORK ON FUN/INTERESTING PROJECTS • LEARNING BY DOING • ORGANIZE YOUR THOUGHTS • MEMORY AID
- • WORK ON FUN/INTERESTING PROJECTS • LEARNING BY DOING • ORGANIZE YOUR THOUGHTS • MEMORY AID • WRITE YOUR OWN TUTORIALS
- • NETWORKING
- • NETWORKING • CONNECT WITH PEOPLE WHO SHARE YOUR INTERESTS
- • NETWORKING • CONNECT WITH PEOPLE WHO SHARE YOUR INTERESTS • OPPORTUNITY WILL FIND YOU
- • NETWORKING • CONNECT WITH PEOPLE WHO SHARE YOUR INTERESTS • OPPORTUNITY WILL FIND YOU • PORTFOLIO
- YOUR BLOG IS YOUR PORTFOLIO
- https://www.dezyre.com/article/how-to-build-a-data-science-portfolio-that-will-get-you-hired/
- https://www.dezyre.com/article/how-to-build-a-data-science-portfolio-that-will-get-you-hired/ • SHOWS YOUR INTERESTS, SKILLS, PASSION
- https://www.dezyre.com/article/how-to-build-a-data-science-portfolio-that-will-get-you-hired/ • SHOWS YOUR INTERESTS, SKILLS, PASSION • WRITE ABOUT WHAT YOU WANT TO BECOME AN EXPERT IN, FIND INTERESTING OR WHAT YOU WANT TO IMPROVE ON
- https://www.dezyre.com/article/how-to-build-a-data-science-portfolio-that-will-get-you-hired/ • SHOWS YOUR INTERESTS, SKILLS, PASSION • WRITE ABOUT WHAT YOU WANT TO BECOME AN EXPERT IN, FIND INTERESTING OR WHAT YOU WANT TO IMPROVE ON
- HOW TO START A BLOG
- • PLATFORM, I RECOMMEND R & BLOGDOWN
- • PLATFORM, I RECOMMEND R & BLOGDOWN • DATASET
- • PLATFORM, I RECOMMEND R & BLOGDOWN • DATASET • QUESTION
- • PLATFORM, I RECOMMEND R & BLOGDOWN • DATASET • QUESTION • VISUALIZATION
- • PLATFORM, I RECOMMEND R & BLOGDOWN • DATASET • QUESTION • VISUALIZATION • EXPLANATION
- https://www.shirin-glander.de
- THANK YOU!
- SOURCES www.shirin-glander.de https://twitter.com/ShirinGlander shirin.glander@codecentric.de www.codecentric.de
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