SQLite is considered an ‘embedded database’ for the purpose of application development, allowing local storage to be queried using traditional database access routines without requiring the application to access a standalone database. Experience with SQLite will allow a developer to incorporate SQLite into such an application, configuring and integrating the database.

SQLite is used extensively for applications that are downloaded to a client’s computer, the most notable example being web browsers. A business developing such applications will benefit from use of, and expertise in, SQLite; it will simplify development and deployment of their application. 

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    You get (A) 4 training datasets and (B) one test dataset, as well as (C) datasets for 50 ideal functions. All data respectively consists of x-y-pairs of values. Structure of all CSV-files provided: Your task is to write a Python-program that uses training data to choose the four ideal functions which are the best fit out of the fifty provided (C) *. Details You are given four training datasets in the form of csv-files. Your Python program needs to be able to independently compile a SQLite database (file) ideally via sqlalchemy and load the training data into a single five- column spreadsheet / table in the file. Its first column depicts the x-values of all functions. Table 1, at the end of this subsection, shows you which structure your table is expected to have. The fifty ideal functions...

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    (for introductory experiments for students of data science etc.) dynamic spreadsheet with special RESULT column data type synced and cached remote/local data source interfaces (SQLite) math formula composer view (Java-based mini function language) machine learning composer view (deeplearning4j) plot composer view (3D+ plots) It is quite easy work for the skilled coder, but the details surely can be somewhat challenging. You should have the necessary mathematics knowledge to contribute meaningful design details. We can discuss more details later. The most convincing winner bid will be given the opportunity to work on the project regularly - innovative and creative application development ideas beyond the average and 'going the extra mile' will be awarded an extra bonus on top! ...

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