This document provides an overview of learning to code, outlining 4 main sections - core concepts, writing and testing code, building applications quickly and at scale, and using scaffolding tools effectively. It discusses topics like data structures, testing practices, build tools like SBT and Sass, and the Yo scaffolding generator. References at the end include Scala and test-driven development.
Functional programming languages restrict mutable variables and assignments, instead focusing on functions. This makes programs more elegant and easier to distribute. Functional programming supports high-order functions where functions can be passed as parameters or returned as results. Recursion in functional programming uses tail recursion to avoid stack overflows. Loops can be thought of as functions applied to collections, and many common looping tasks can be expressed using functions like filter, map, and reduce.
This document discusses the Spring framework and dependency injection. It explains that Spring uses dependency injection to configure classes by passing their dependencies from outside the class rather than having the class create dependencies directly. This allows classes to be more independent and testable. It provides an example of how the Spring framework uses annotations and a Spring injector to configure classes by injecting their dependencies rather than the classes creating dependencies internally.
The document discusses Pregel, a system for large-scale graph processing. Pregel uses a message passing model where computation is organized into supersteps. In each superstep, vertices can send messages to other vertices and modify their own state. The document also discusses Giraph, an open source implementation of Pregel built on Hadoop. Giraph runs as a single Map-only job to avoid disk I/O between supersteps. It uses a master node to coordinate workers and assign graph partitions.
This document outlines clustering algorithms for large datasets. It discusses k-means clustering and extensions like k-means++ that improve initialization. It also covers spectral relaxation methods that reformulate k-means as a trace maximization problem to address local minima. Additionally, it proposes landmark-based clustering algorithms for biological sequences that select landmarks in one pass and assign sequences to the nearest landmark using hashing to search for neighbors. The document provides analysis of the time and space complexity of these algorithms as well as assumptions about separability and cluster size.
The Six Highest Performing B2B Blog Post FormatsBarry Feldman
油
If your B2B blogging goals include earning social media shares and backlinks to boost your search rankings, this infographic lists the size best approaches.
1) The document discusses the opportunity for technology to improve organizational efficiency and transition economies into a "smart and clean world."
2) It argues that aggregate efficiency has stalled at around 22% for 30 years due to limitations of the Second Industrial Revolution, but that digitizing transport, energy, and communication through technologies like blockchain can help manage resources and increase efficiency.
3) Technologies like precision agriculture, cloud computing, robotics, and autonomous vehicles may allow for "dematerialization" and do more with fewer physical resources through effects like reduced waste and need for transportation/logistics infrastructure.
How to run system administrator recruitment process? By creating platform based on open source parts in just 2 nights! I gave this talk in Poland / Krak坦w OWASP chapter meeting on 17th October 2013 at our local Google for Entrepreneurs site. It's focused on security and also shows how to create recruitment process in CTF / challenge way.
This story covers mostly security details of this whole platform. There's great chance, that I will give another talk about this system but this time focusing on technical details. Stay tuned ;)
This document provides an overview of learning to code, outlining 4 main sections - core concepts, writing and testing code, building applications quickly and at scale, and using scaffolding tools effectively. It discusses topics like data structures, testing practices, build tools like SBT and Sass, and the Yo scaffolding generator. References at the end include Scala and test-driven development.
Functional programming languages restrict mutable variables and assignments, instead focusing on functions. This makes programs more elegant and easier to distribute. Functional programming supports high-order functions where functions can be passed as parameters or returned as results. Recursion in functional programming uses tail recursion to avoid stack overflows. Loops can be thought of as functions applied to collections, and many common looping tasks can be expressed using functions like filter, map, and reduce.
This document discusses the Spring framework and dependency injection. It explains that Spring uses dependency injection to configure classes by passing their dependencies from outside the class rather than having the class create dependencies directly. This allows classes to be more independent and testable. It provides an example of how the Spring framework uses annotations and a Spring injector to configure classes by injecting their dependencies rather than the classes creating dependencies internally.
The document discusses Pregel, a system for large-scale graph processing. Pregel uses a message passing model where computation is organized into supersteps. In each superstep, vertices can send messages to other vertices and modify their own state. The document also discusses Giraph, an open source implementation of Pregel built on Hadoop. Giraph runs as a single Map-only job to avoid disk I/O between supersteps. It uses a master node to coordinate workers and assign graph partitions.
This document outlines clustering algorithms for large datasets. It discusses k-means clustering and extensions like k-means++ that improve initialization. It also covers spectral relaxation methods that reformulate k-means as a trace maximization problem to address local minima. Additionally, it proposes landmark-based clustering algorithms for biological sequences that select landmarks in one pass and assign sequences to the nearest landmark using hashing to search for neighbors. The document provides analysis of the time and space complexity of these algorithms as well as assumptions about separability and cluster size.
The Six Highest Performing B2B Blog Post FormatsBarry Feldman
油
If your B2B blogging goals include earning social media shares and backlinks to boost your search rankings, this infographic lists the size best approaches.
1) The document discusses the opportunity for technology to improve organizational efficiency and transition economies into a "smart and clean world."
2) It argues that aggregate efficiency has stalled at around 22% for 30 years due to limitations of the Second Industrial Revolution, but that digitizing transport, energy, and communication through technologies like blockchain can help manage resources and increase efficiency.
3) Technologies like precision agriculture, cloud computing, robotics, and autonomous vehicles may allow for "dematerialization" and do more with fewer physical resources through effects like reduced waste and need for transportation/logistics infrastructure.
How to run system administrator recruitment process? By creating platform based on open source parts in just 2 nights! I gave this talk in Poland / Krak坦w OWASP chapter meeting on 17th October 2013 at our local Google for Entrepreneurs site. It's focused on security and also shows how to create recruitment process in CTF / challenge way.
This story covers mostly security details of this whole platform. There's great chance, that I will give another talk about this system but this time focusing on technical details. Stay tuned ;)