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At the end of this course, students will be able to implement and apply a variety of machine learning methods to real-world problems, as well as be able to assess the performance of these algorithms on different types of data sets.
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In this project, ICSI big data researchers are developing, implementing, and applying a suite of theoretically-principled algorithmic and statistical primitives that are easy for the non-expert to use and that map cleanly to the intuition and understanding that domain experts have about their data and the processes generating their data.
The estimation or control algorithm will be implemented and applied a set of control value to the outputs of the platform, i.e. drive motor's torque command, applied brake torque or steering angle.
We tested this hypothesis by implementing and applying a modified permutation meta-analysis method on multiple microarray datasets and then validated the signature in independent datasets.
We have implemented and applied an extension of the basic RAF algorithm to search for such "uninhibited" RAF sets (u-RAFs), and have shown that their number and sizes depend largely on the level of inhibition (i.e., the probability that an inhibitor actually inhibits any given reaction) relative to the level of catalysis.
In order to facilitate their interpretation, the measures presented above were implemented and applied to a simple 2D object, a 4 cm by 2 cm rectangle grasped with 4 frictionless fingers (unless indicated otherwise).
A prototype was implemented and applied to a real-world science & technology database, containing data about the scientific production of researchers.
Several of them are implemented and applied in a common test system, in order to evaluate their effect on the economic and reliable operations.
Based on a networked control system test rig, the networked predictive control algorithm is implemented and applied to a practical servo control system.
The methodology described in the previous section has been implemented and applied to a vector data set provided by the CHAMP satellite and 137 observatories.
The system has been implemented and applied to a commercial supermotard motorcycle, shown in Figure 19, in Figure 4, and in Figure 11. Figure 19 Traction control board applied in a supermotard motorcycle.
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CEO of Professional Science Editing for Scientists @ prosciediting.com