This is my artistic approach to creating a Punjabi cultural dialogue with 83 pages of photographed and graphically reproduced mixed media illustrations, artworks and digital works, combined with a hand written and a typed collection of "Gallan" (Conversations). These illustrations and conversations about Punjabi culture, poetry, music, art genres and events are inspired by Punjabi Alphabets called "Gurmukhi". This book is for anyone interested in Punjabi culture, learning basic Punjabi language, vocabulary and grammar. I want this book to offer the audience not only an insight into the culture but ignites curiosity to know and want more. This book seamlessly targets an audience of varied interests and age groups by including: -An art lesson -Complete instructions for an outdoor game of Marbles -Each artwork, illustrations and graphics are signed or initialized. -Fully translated folk song and a poem by legendary poet. -Self portrait of the artist
IMAGINATION shall give you power,’ He said to his people. They imagined themselves to be more powerful than him He realised that his master plan failed when his people used him, yet ignored him. He thought it was a master plan ¬– a plan that would improve lives of his people and at the same time establish himself as the ‘all powerful’ – The Master. However, he did not expect his master plan to make his people as dangerously ambitious as himself and imitate his own ways. His plan creates a chaotic and an undesirable world. And instead of being seen by his people as powerful, they use him for their personal gains and then ignore him. He feels cheated. He is determined to get his world back. He designs yet another plan. This time, he picks three people: a brilliant scientist, a religious leader and a politician, each more ambitious than himself. He monitors their behavior and dramatically intertwines their lives to reset his world through them. Set in the spiritual land of India and in lives of 4 metaphorical characters, The Master’s Plan is a fast-paced, riveting fiction of how the Master resets his plan, using three characters whose lust for power takes each of them to the top, beyond which they see only death and destruction. Will the Master finally get his world back?
This is my artistic approach to creating a Punjabi cultural dialogue with 83 pages of photographed and graphically reproduced mixed media illustrations, artworks and digital works, combined with a hand written and a typed collection of "Gallan" (Conversations). These illustrations and conversations about Punjabi culture, poetry, music, art genres and events are inspired by Punjabi Alphabets called "Gurmukhi". This book is for anyone interested in Punjabi culture, learning basic Punjabi language, vocabulary and grammar. I want this book to offer the audience not only an insight into the culture but ignites curiosity to know and want more. This book seamlessly targets an audience of varied interests and age groups by including: -An art lesson -Complete instructions for an outdoor game of Marbles -Each artwork, illustrations and graphics are signed or initialized. -Fully translated folk song and a poem by legendary poet. -Self portrait of the artist
Fundamental topics in machine learning are presented along with theoretical and conceptual tools for the discussion and proof of algorithms. This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms, provides the theoretical underpinnings of these algorithms, and illustrates key aspects for their application. The authors aim to present novel theoretical tools and concepts while giving concise proofs even for relatively advanced topics. Foundations of Machine Learning fills the need for a general textbook that also offers theoretical details and an emphasis on proofs. Certain topics that are often treated with insufficient attention are discussed in more detail here; for example, entire chapters are devoted to regression, multi-class classification, and ranking. The first three chapters lay the theoretical foundation for what follows, but each remaining chapter is mostly self-contained. The appendix offers a concise probability review, a short introduction to convex optimization, tools for concentration bounds, and several basic properties of matrices and norms used in the book. The book is intended for graduate students and researchers in machine learning, statistics, and related areas; it can be used either as a textbook or as a reference text for a research seminar.
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