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With this machines in motion building set, children engineer their own playtime fun with the help of creative, open-ended building activities. Using the included instructions, children can build their own versions of numerous different interactive machines and vehicles, many of which incorporate special parts including a wrecking ball, chains, pulleys, and wheels. Turn out a tank with its own helicopter propeller or craft a complex contraption that spins with the twist of a lever. Children can also set the instructions aside and bring their own designs to life. Thanks to the open-ended designs and interchangeable parts, this set encourages children to discover their inner engineer and hone STEM skills such as critical thinking and trial and error. Interchangeable parts work with other Learning Resources Gears sets (sold separately) to increase the playability of every piece. Building set is designed for children ages 4 and above.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Dark Gray. Pattern: Animal Print.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Green. Pattern: Animal Print,Border.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Beige/Green. Pattern: Abstract.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Green/Charcoal. Pattern: Striped.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Green. Pattern: Animal Print,Border.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Green. Pattern: Border.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Green. Pattern: Border.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Dark Gray. Pattern: Striped.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Dark Gray. Pattern: Animal Print.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Beige/Blue. Pattern: Animal Print,Border.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Dark Gray. Pattern: Striped.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Ivory/Red. Pattern: Geometric.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Blue/Green. Pattern: Border.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Beige/Green. Pattern: Abstract.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Beige/Green. Pattern: Abstract.

Bring playtime fun and learning adventures into children's room decor with Kid's Playhouse Rugs. These interactive area rugs add color and childlike charm to kids' bedrooms and playrooms. Made of high performance yarns with a non-slip backing making these easy-care rugs the ideal choice for any boy's or girl's room. Color: Gray/Blue. Pattern: Geometric.

Acceptable/Fair condition. Book is worn, but the pages are complete, and the text is legible. Has wear to binding and pages, may be ex-library. 1.94

Buy with confidence! Book is in good condition with minor wear to the pages, binding, and minor marks within 1.19

The minimum description length (MDL) principle is a powerful method of inductive inference, the basis of statistical modeling, pattern recognition, and machine learning. It holds that the best explanation, given a limited set of observed data, is the one that permits the greatest compression of the data. MDL methods are particularly well-suited for dealing with model selection, prediction, and estimation problems in situations where the models under consideration can be arbitrarily complex, and overfitting the data is a serious concern.This extensive, step-by-step introduction to the MDL Principle provides a comprehensive reference (with an emphasis on conceptual issues) that is accessible to graduate students and researchers in statistics, pattern classification, machine learning, and data mining, to philosophers interested in the foundations of statistics, and to researchers in other applied sciences that involve model selection, including biology, econometrics, and experimental psychology. Part I provides a basic introduction to MDL and an overview of the concepts in statistics and information theory needed to understand MDL. Part II treats universal coding, the information-theoretic notion on which MDL is built, and part III gives a formal treatment of MDL theory as a theory of inductive inference based on universal coding. Part IV provides a comprehensive overview of the statistical theory of exponential families with an emphasis on their information-theoretic properties. The text includes a number of summaries, paragraphs offering the reader a "fast track" through the material, and boxes highlighting the most important concepts.