20 days left to the submission deadline! We welcome studies on #data for #socialgood and the #wellbeing of the most #vulnerable! Proceedings are going to be published on @FrontAIBigData!

https://t.co/QYfEgdRrhy

⚠ A mathematical model from 103 years ago predicted something that was seen for the first time today: a #black_hole.

#MachineLearning could never do that: it needs observations to model anything. This is a major weak-point of ML. Let's fix it.

A stark contrast between Machine Learning vs other forms of mathematical modeling is that ML models often don't model extreme corner cases very well, because #data in those areas is rare. Gathering data in important areas is as important a skill as building fancy neural networks.

Sadly, too often, using extreme inputs to a model is more useful: e.g. by modeling physics of levers on light objects with short levers, we then built very long levers to lift extremely heavy things. Instead, ML is better suited at modeling everyday phenomena with complex models.

https://twitter.com/Reza_Zadeh/status/1053771110410375168?s=19

Working on #ComplexSystems? #networks & #data? Looking for applying your next methods on #Brain #Life #Disease #SocialSystems #Epidemics #HumanMobility? Aiming at working in a leading Italian research center?
Then our Lab can be your next stop! #MSCA 2019
Get in touch for info!

https://ec.europa.eu/research/mariecurieactions/news/2019-msca-call-individual-fellowships-open_en

✅ A modern guide to getting started with #Data_Science and #Python https://t.co/hFjpSOxSJA

Time Series Analysis From the Ground Up

You can now download the slide deck from our Intro to Time Series tutorial:

https://t.co/6AiGOPZAlh

#Data Science #Timeseries #ARIMA #MachineLearning #Tutorial

📱 #Mobile_phone #data for informing public health actions across the COVID-19 pandemic life cycle, freely available here:

https://t.co/AFZIf4FNWt

💰 We are currently looking for passionate Data Engineers and Data Scientists for our HQ in Berlin, who can improve food-delivery experience for millions of our customers, present in more than 40 countries!

You will develop innovative systems to automate marketing campaigns, design a tailored user experience for each customer and question the existing decision-making processes with ML and advanced analytics solutions.If you're a creative problem solver who is eager to deliver solutions and hungry for a new adventure, an international workplace is waiting for you in the heart of Berlin!

Senior data engineer (Python):
https://lnkd.in/dvzFPZU

Senior data scientist:
https://lnkd.in/dMaCQgC

#dataengineering #datascience #machinelearning #ml #data #deliveryhero

Quick peek at what the team does:
https://lnkd.in/dP2cuNf

💰 Three new #PhD positions in my lab! Broadly focussing on #networks, #dynamics, and #data analysis in #biodiversity and #social systems. (more details soon)

https://t.co/ogcitWzgOk

💰 Come do a #PhD with me in #cognitive #data #science and #complex #networks at @UniofExeter!

In an EPSRC scholarship by @exetercompsci , we'll investigate how to give structure to #knowledge and its influence in socio-cognitive systems.

Deadline 25/01/21:
https://t.co/BBokMFV3za

What do #physicists do when they have lots of massive #data sets? They comb through it looking what properties of systems can be intuited from the data alone!

#statisticalphysics #manybodysystems

https://t.co/W7orMxshDE

#ComplexityPodcast with SFI External Prof Mason Porter about #NetworkScience tools for community detection and how #Topology reveals a hidden order in the flood of #Data:

complexity.simplecast.com/episodes/105