Presentation during Chemaxon eUGM 2011 The Online Chemical Modeling Environment is a web-based platform that aims to automate and simplify the typical steps required for QSAR modeling. The platform consists of two major subsystems: the database of experimental measurements and the modeling framework. A user-contributed database contains a set of tools for easy input, search and modification of thousands of records. The OCHEM database is based on the wiki principle and focuses primarily on the quality and verifiability of the data. OCHEM uses ChemAxon's tools to preprocess molecules handling aromaticity, neutralization and salt removal. The database is tightly integrated with the modeling framework, which supports all the steps required to create a predictive model: data search, calculation and selection of a vast variety of molecular descriptors, application of machine learning methods, validation, analysis of the model and assessment of the applicability domain. Our intention is to make OCHEM a widely used platform to perform the QSPR/QSAR studies online and share it with other users on the Web. The ultimate goal of OCHEM is collecting all possible chemoinformatics tools within one simple, reliable and user-friendly resource. original: http://www.youtube.com/watch?v=jFMmx0FZt90
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This is an audio version of the Wikipedia Article: https://en.wikipedia.org/wiki/Intelligence_analysis 00:00:46 1 Overview 00:05:24 2 Analytic tradecraft 00:08:14 2.1 Setting goals for an intelligence analysis 00:11:20 2.1.1 Be bold and honest 00:15:45 2.1.2 Agreement on content 00:18:26 2.1.3 Orienting oneself to the consumers 00:21:23 2.1.4 Orienting yourself to peers 00:26:40 2.2 Organizing what you have 00:31:26 3 The nature of analysis 00:33:02 3.1 Types of reasoning 00:33:50 3.1.1 Induction: seeking causality 00:35:37 3.1.2 Deduction: applying the general 00:37:15 3.1.3 Trained intuition 00:40:02 3.1.4 Scientific method 00:42:20 3.2 Methods of analysis 00:43:13 3.2.1 Opportunity analysis 00:44:55 3.2.2 Linchpin analysis 00:47:53 3.2.3 Analysis of competing hypotheses 00:57:17 3.2.4 Analogy 01:00:23 4 The analytic process 01:00:39 4.1 Define the problem 01:01:26 4.2 Generate hypotheses 01:02:27 4.3 Determine information needs and gather information 01:03:29 4.4 Evaluate sources 01:04:54 4.5 Evaluate (test) hypotheses 01:07:06 4.6 Production and packaging 01:08:54 4.7 Peer review 01:13:05 4.8 Customer feedback and production evaluation 01:14:28 5 Never forget the end user 01:16:29 6 See also Listening is a more natural way of learning, when compared to reading. Written language only began at around 3200 BC, but spoken language has existed long ago. Learning by listening is a great way to: - increases imagination and understanding - improves your listening skills - improves your own spoken accent - learn while on the move - reduce eye strain Now learn the vast amount of general knowledge available on Wikipedia through audio (audio article). You could even learn subconsciously by playing the audio while you are sleeping! If you are planning to listen a lot, you could try using a bone conduction headphone, or a standard speaker instead of an earphone. Listen on Google Assistant through Extra Audio: https://assistant.google.com/services/invoke/uid/0000001a130b3f91 Other Wikipedia audio articles at: https://www.youtube.com/results?search_query=wikipedia+tts Upload your own Wikipedia articles through: https://github.com/nodef/wikipedia-tts Speaking Rate: 0.7299565334959404 Voice name: en-GB-Wavenet-C "I cannot teach anybody anything, I can only make them think." - Socrates SUMMARY ======= Intelligence analysis is the application of individual and collective cognitive methods to weigh data and test hypotheses within a secret socio-cultural context. The descriptions are drawn from what may only be available in the form of deliberately deceptive information; the analyst must correlate the similarities among deceptions and extract a common truth. Although its practice is found in its purest form inside national intelligence agencies, its methods are also applicable in fields such as business intelligence or competitive intelligence.
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