Systems Innovation course from the Complexity Labs, which includes the following topics: – Systems innovation process
– Systems innovation insights
– Systems thinking
– Systems modelling
– Systems analysis
– Systems shareholder analysis
– Organizational transitions
– Nonlinear organization change
– Digital transformation PERMISSIONS: Original videos were published with the Creative Commons Attribution license on the Complexity Labs YouTube channel (https://www.youtube.com/channel/UCutCcajxhR33k9UR-DdLsAQ) https://www.youtube.com/watch?v=ib1f–3w5fE
Forecasting time-series data has applications in many fields, including finance, health, etc. There are potential pitfalls when applying classic statistical and machine learning methods to time-series problems. This talk will give folks the basic toolbox to analyze time-series data and perform forecasting using statistical and machine learning models, as well as interpret and convey the outputs. EVENT: PyData Los Angeles SPEAKER: Tamara Louie CREDITS: Original video source: https://www.youtube.com/watch?v=JntA9XaTebs https://www.youtube.com/watch?v=_DgfjOeK2pc
Equifax, Yahoo, the NSA, IHG, Hyatt, Uber, and eBay are just a few of the over 100 companies that reported security and data privacy breaches in 2017. For many organizations, the perimeter firewall has been the only required security, but with the move to cloud, no longer can users rely on a firewall as the only means of defense. Instead, we need to adopt defense in depth and rethink the way we do security in microservices. Just like DevOps, this is a collaborative process that requires changes throughout the stack from developers, operators, security professionals, and executives. Hackers are getting more sophisticated in their attacks. As a result, we need a strong recipe to reduce the threat of intrusion, a mechanism for detecting security breaches and anomalies, and a process for quickly responding to security incidents (“break glass”). Seth Vargo outlines the key principles for securing microservices and distributed systems in the modern world, where applications run in cloud or hybrid cloud infrastructure. You’ll learn the challenges associated with microservices and the principles of secure applications (think 12-factor apps, but for security); you’ll also discover how to implement time-based, limited-access controls and capture security practices and policy as code. EVENT: Build Stuff 2018 SPEAKER: Seth Vargo PERMISSIONS: Build Stuff Organizer provided Coding Tech with the permission to republish this video. https://www.youtube.com/watch?v=WNYaHJ9s3zM