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http://auapps.american.edu/alberto/www/analytics/ISLRLectures.html

https://a-little-book-of-r-for-time-series.readthedocs.io/en/latest/

Machine Learning

List of Recommended Books
  1. Statistics Fundamentals: Business Statistics: A First Course by P. K. Viswanathan, David Stephan ,Kathryn A Szabat David M. Levine
  2. Data Mining & Predictive Modeling: Applied Predictive Analytics – Dean Abbot (Wiley Publications)
  3. All the core courses: Introduction to Statistical Learning: (With Applications in R, http://auapps.american.edu/alberto/www/analytics/ISLRLectures.html) 
  4. Marketing & CRM: Kotler, P. and Keller, K. (2014) A Framework for Marketing Management, 5th New Delhi.
  5. Business Finance: Fundamentals of Corporate Finance- Ross; Westerfield; Jordan. Mc Graw Hill Education (India) Private
  6. Optimization Techniques: Quantitative Analysis for Management by B Render, RM Stair, ME Hanna -Prentice-Hall of India
  7. Introduction to Operations Research by Frederick S. Hillier and Gerald Lieberman, Tata McGraw Hill, New Delhi
  8. Web and Social Media: Predictive Methods for Analyzing Unstructured Information – Sholom M. Weiss, Nitin Indurkhya, Tong Zhang & Fred J. Damerau (Springer)
  9. Time Series Forecasting: https://a-little-book-of-r-for-time-series.readthedocs.io/en/latest/

 

 

ABC - Python predecessor

Le Chatelier's principle implies that a pressure increase shifts an equilibrium to the side of the reaction with the fewer number of moles of gas, while a pressure decrease shifts an equilibrium to the side of the reaction with the greater number of moles of gas. || ---

Le Chatelier's principle can be used to predict the behavior of a system due to changes in pressure, temperature, or concentration. Le Chatelier's principle implies that the addition of heat to a reaction will favor the endothermic direction of a reaction as this reduces the amount of heat produced in the system.

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Solid oxygen forms at normal atmospheric pressure at a temperature below 54.36 K (−218.79 °C, −361.82 °F). Solid oxygen O2, like liquid oxygen, is a clear substance with a light sky-blue color caused by absorption in the red part of the visible light spectrum.

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Despite popular opinion, oxygen is not flammable. ... A flammable substance is one that burns. Though oxygen does not burn, it is an oxidizer, which means it supports the process of combustion. So if you already have a fuel and a fire, adding oxygen will feed the flames.

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Will hydrated lime hurt chickens?
Hydrated lime will burn the chickens feet and beaks off. It will melt the eyes and flesh if any moisture is present. If you want to use it to keep the smell down. Just clean the coop more often.
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Hydrate is not considered to be an explosion hazard, although reaction with acids or other incompatible materials may rupture containers.
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Apexification is a method of inducing a calcified barrier at the apex of a nonvital tooth with incomplete root formation. Apexogenesis refers to a vital pulp therapy procedure performed to encourage physiological development and formation of the root end. || There are two steps to perform this procedure: the first is to disinfect the canal space and the second is to stimulate the apical barrier formation. Disinfection is achieved by placing a relatively thin mixture (less than toothpaste thick) of calcium hydroxide powder mixed with 0.12% chlorhexidine solution.
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Limewater is the common name for a dilute aqueous solution of calcium hydroxide. Calcium hydroxide, Ca(OH)2, is sparsely soluble at room temperature in water (1.5 g/L at 25 °C). "Pure" (i.e. less than or fully saturated) limewater is clear and colorless, with a slight earthy smell and an astringent/bitter taste.
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The vehicle used to prepare calcium hydroxide paste is important for its retrieval. Oil based calcium hydroxide is more difficult to remove than powder form calcium hydroxide mixed with distilled water. Both 17% EDTA and 10% citric acid were found to remove the powder form of calcium hydroxide in distilled water efficiently, whereas 10% citric acid was found to perform better than EDTA in removing oil based calcium hydroxide
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Gutta-percha is a material used to fill a tooth after a root canal procedure. Gutta-percha, a plastic substance from a Malaysian tree called a percha tree, is used as a permanent filling in root canals.
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gutta percha is a natural material that is heated and then compressed into the canal.
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