在此課程中將帶領對資料分析感到陌生卻又充滿興趣的您,完整地學會運用 R 語言從最初的蒐集資料、探索性分析解讀資料,並進行文字探勘,發現那些肉眼看不見、隱藏在資料底下的意義。此課程主要設計給對於 R 語言有基本認識,想要進一步熟悉實作分析的朋友們,希望在課程結束後,您能夠更熟悉 R 語言這個豐富的分析工具。透過蘋果日報慈善捐款的資料集,了解如何從頭解析網頁,撰寫爬蟲自動化收集資訊;取得資料後,能夠靈活處理資料,做清洗、整合及探索;並利用現成的套件進行文字探勘、文本解析;我們將一步步實際走一回資料分析的歷程,處理、觀察、解構資料,試著看看人們在捐款的決策過程中,究竟是什麼因素產生了影響,以及這些結果又是如何從資料中挖掘而出的呢?
Using Social Network Analysis to Assess Organizational Development InitiativesStephanie Richter
Presented at 2016 POD Network conference #POD16
Many Faculty Development centers engage in far-reaching organizational development initiatives within their institutions. These initiatives are incredibly valuable but difficult to assess using traditional methods. Social network analysis (SNA) is a powerful visualization and statistical technique that has multiple applications in researching and assessing organizational development. In this session, learn how SNA was used at one institution to investigate the formation of community regarding online course quality standards as well as to analyze organizational structure for strategic planning. While this session focuses on organizational uses, examples will also be shared of applications for teaching and research.
Preparing Your Own Strategic BI Vision and Roadmap: A Practical How-To GuideOAUGNJ
No single organizational initiative warrants preparation, planning and strategy more than the decision to invest in a Business Intelligence (BI) Program. Many organizations make BI one of their priorities because of the organization’s leadership direction. From a strategic perspective, information remains as one of the most valuable assets to an organization. True organizational responsiveness begins with an alignment of organizational strategy to a BI program. You will not want to miss this opportunity to understand the methodology needed to develop a BI Strategic Vision and Roadmap for your organization.
Eko10 - Security Monitoring for Big Infrastructures without a Million Dollar ...Hernan Costante
Nowadays in an increasingly more complex and dynamic network its not enough to be a regex ninja and storing only the logs you think you might need. From network traffic to custom logs you won't know which logs will be crucial to stop the next attacker, and if you are not planning to spend a half of your security budget in a commercial solution we will show you a way to building you own SIEM with open source. The talk will go from how to build a powerful logging environment for your organization to scaling on the cloud and storing everything forever. We will walk through how to build such a system with open source solutions as Elasticsearch and Hadoop, and creating your own custom monitoring rules to monitor everything you need. The talk will also include how to secure the environment and allow restricted access to other teams as well as avoiding common pitfalls and ensuring compliance standards.
The Secrets to Get New & Repeat Sales in Furniture and Furnishings IndustryGoldsoft
A sharing session specially conducted to the members of Malaysia Kuala Lumpur & Selangor Furniture Association "The secrets to get more customers and discover business potential in Furniture and Home Decoration Industry".
在此課程中將帶領對資料分析感到陌生卻又充滿興趣的您,完整地學會運用 R 語言從最初的蒐集資料、探索性分析解讀資料,並進行文字探勘,發現那些肉眼看不見、隱藏在資料底下的意義。此課程主要設計給對於 R 語言有基本認識,想要進一步熟悉實作分析的朋友們,希望在課程結束後,您能夠更熟悉 R 語言這個豐富的分析工具。透過蘋果日報慈善捐款的資料集,了解如何從頭解析網頁,撰寫爬蟲自動化收集資訊;取得資料後,能夠靈活處理資料,做清洗、整合及探索;並利用現成的套件進行文字探勘、文本解析;我們將一步步實際走一回資料分析的歷程,處理、觀察、解構資料,試著看看人們在捐款的決策過程中,究竟是什麼因素產生了影響,以及這些結果又是如何從資料中挖掘而出的呢?
Using Social Network Analysis to Assess Organizational Development InitiativesStephanie Richter
Presented at 2016 POD Network conference #POD16
Many Faculty Development centers engage in far-reaching organizational development initiatives within their institutions. These initiatives are incredibly valuable but difficult to assess using traditional methods. Social network analysis (SNA) is a powerful visualization and statistical technique that has multiple applications in researching and assessing organizational development. In this session, learn how SNA was used at one institution to investigate the formation of community regarding online course quality standards as well as to analyze organizational structure for strategic planning. While this session focuses on organizational uses, examples will also be shared of applications for teaching and research.
Preparing Your Own Strategic BI Vision and Roadmap: A Practical How-To GuideOAUGNJ
No single organizational initiative warrants preparation, planning and strategy more than the decision to invest in a Business Intelligence (BI) Program. Many organizations make BI one of their priorities because of the organization’s leadership direction. From a strategic perspective, information remains as one of the most valuable assets to an organization. True organizational responsiveness begins with an alignment of organizational strategy to a BI program. You will not want to miss this opportunity to understand the methodology needed to develop a BI Strategic Vision and Roadmap for your organization.
Eko10 - Security Monitoring for Big Infrastructures without a Million Dollar ...Hernan Costante
Nowadays in an increasingly more complex and dynamic network its not enough to be a regex ninja and storing only the logs you think you might need. From network traffic to custom logs you won't know which logs will be crucial to stop the next attacker, and if you are not planning to spend a half of your security budget in a commercial solution we will show you a way to building you own SIEM with open source. The talk will go from how to build a powerful logging environment for your organization to scaling on the cloud and storing everything forever. We will walk through how to build such a system with open source solutions as Elasticsearch and Hadoop, and creating your own custom monitoring rules to monitor everything you need. The talk will also include how to secure the environment and allow restricted access to other teams as well as avoiding common pitfalls and ensuring compliance standards.
The Secrets to Get New & Repeat Sales in Furniture and Furnishings IndustryGoldsoft
A sharing session specially conducted to the members of Malaysia Kuala Lumpur & Selangor Furniture Association "The secrets to get more customers and discover business potential in Furniture and Home Decoration Industry".
網頁爬蟲入門 Python web crawler at 淡江大學 20170930Tim Hong
Python crawler, web spider by python
In this tutorial, we will learn how to use basic python language to write a sample script, and 2 sample crawler by using library like "Requests","Beautiful soup" and pandas
淡江大學 基礎爬蟲課程