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Probability can be assigned to an event only on the basis of the results of observations involving a large number of samples Additionally, probability makes sense only when talking about the future; it is irrelevant when dealing with the past or present There are certain theories involving so-called fuzzy truth in which some events can be considered to sort of happen These theories involve degrees of reality, and in such a scenario, probability can be used to talk about events in the past, present, and future The most common example of this kind of theory is quantum mechanics, which involves the behavior of atoms, molecules, and subatomic particles Quantum mechanics can get so bizarre that some scientists have actually said, If you claim to understand this theory, then you are lying Fortunately, we aren t going to be dealing with anything that esoteric in this book When statistics is misapplied, seemingly logical reasoning can be used to support all manner of hogwash It is done in industry all the time, especially when the intent is to get you to do something that will cause someone else to make money Therefore, keep your probability-fallacy radar on We are about to leap into territory where every good scientist needs it! If you come across an instance where an author (including myself) slips and says that something probably happened or is likely to take place, think of it as another way of saying that the author, or scientists in general, believe or suspect that something happened or will take place

Summary

Behold the triumph of 3 billion years of random mutation and natural selection over 50 years of automation! Click Finish to save your work. It may not look like much, but you ve just enabled your application to access the AdventureWorks database, meaning all that data is now at your control.

Most ancient philosophers believed that all celestial objects were attached to concentric spheres with Earth at the center It never crossed their minds, apparently, to inquire very much into what might lie outside those spheres Some thought that the outermost sphere was opaque, with little holes through which an outside light shone Some thought the stars were fires on the inside of the outermost sphere

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In this chapter, we quickly journeyed through the history of Oracle in data warehousing and provided descriptions of how the Oracle Exadata Database Machine and Oracle Exadata Storage Server Software combine to deliver functionality and performance that only a tightly integrated hardware and software solution can deliver The flexibility of the Oracle database enables deployment of schemas appropriate for enterprise data warehouses, data marts, or hybrid combinations of these types The Oracle Exadata Database Machine and Oracle Exadata Storage Server Software enable successful deployment of the largest and most complex configurations supporting all of these deployment models

Eventually, observers noticed that there were some peculiarities about the concentric-sphere model of the Universe The Sun did not always stay in the same position relative to the stars Some of the stars moved among the stationary majority These moving stars were called wanderers, or planets Each planet was assigned its own sphere The Moon had a sphere for itself, as did the Sun Figure 9-1 shows one of the earliest models of the Solar System out to the planet Saturn, which in ancient times was the most distant known object except for the sphere containing the stars Earth was believed to be at the center of it all The theory that Earth was at the center of creation has been called the geocentric theory This theory underwent many variations, refinements, and contortions before the bearers of conventional wisdom saw fit to throw it out

A parameter to a SQL statement allows for parts of the statement to be replaced when it is actually run. SQL parameters are always preceded with the @ symbol. So, in the following SQL statement:

7:

Figure 9-1 One of the earliest models of the Universe Earth is at center Numerical tags:

Given new classes of business problems that can be solved using this platform, data warehousing workloads will continue to grow more complex Queries and analyses will be performed against ever-growing data volumes Data loads will move toward near real-time in response to the need for faster tactical business decisions based on current information As these loads become trickle feeds, the platform must not only perform traditional data warehousing workloads efficiently, but also exhibit excellence in performance and loading characteristics that can appear more akin to transaction processing workloads The Oracle Exadata Database Machine is designed to handle workloads that cross this entire spectrum of workload demands Since the platform is balanced out-of-the box and incrementally grows in a balanced fashion, the CPUs, memory, flash, storage, and interconnect scale as workload demands grow, enabling consistent query response times to be delivered Automatic Storage Management (ASM) provides a critical role in distributing data in a striped fashion across the disk The Oracle Exadata Storage Server Software further speeds obtaining results to queries by processing more of the data in storage, where the data lives As you plan your data warehouse deployment, traditional Oracle and data warehousing best practices do apply to the Oracle Exadata Database Machine But you will also find this platform to be a lot more forgiving and easier to manage than traditional Oracle database platforms Of course, the business justification exercise will likely be similar to other data warehousing initiatives, but with new potential areas to explore due to new levels of performance delivered The end result for you should be faster deployment of a platform that delivers the query response and analytics needed by your business analysts and delivers measurable business value

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