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Practical Natural Language Processing
Summary Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and automatically generated document summaries—all at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before. About the Book Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions. What's inside Some sentences in this book were written by NLP! Can you guess which ones? Working with Keras, TensorFlow, gensim, and scikit-learn Rule-based and data-based NLP Scalable pipelines About the Reader This book requires a basic understanding of deep learning and intermediate Python skills. About the Author Hobson Lane, Cole Howard, and Hannes Max Hapke are experienced NLP engineers who use these techniques in production. Table of Contents PART 1 - WORDY MACHINES Packets of thought (NLP overview) Build your vocabulary (word tokenization) Math with words (TF-IDF vectors) Finding meaning in word counts (semantic analysis) PART 2 - DEEPER LEARNING (NEURAL NETWORKS) Baby steps with neural networks (perceptrons and backpropagation) Reasoning with word vectors (Word2vec) Getting words in order with convolutional
iSucceed 15 Sample Question Papers Mathematics
This year has witness major changes in the field of academics; where CBSE’s reduced syllabus was a pleasant surprise while the introduction of 2 Term exam pattern was little uncertain for students, parents and teachers as well. Now more than ever the Sample Papers have become paramount importance of subjects with the recent changes prescribed by the board. Give final punch to preparation for CBSE Term 1 examination with the all new edition of ‘Sample Question Papers’ that is designed as per CBSE Sample Paper that are issued on 02 Sept, 2021 for 2021 – 22 academic session. Encouraging with the motto of ‘Keep Practicing, Keep Scoring’, here’s presenting Sample Question Paper – Applied Informatics Practices (Term -1) for Class 12th that consists of: 1. 10 Sample Papers along with OMR Sheet for quick revision of topics. 2. One Day Revision Notes to recall the concepts a day before exam 3. CBSE Question Bank are given for complete practice 4. Latest CBSE Sample Paper along with detailed answers are provided for better understanding of subject. TOC One Day Revision, The Qualifiers, CBSE Question Bank, Latest CBSE Sample Paper, Sample Paper (1- 10).
Books 2-7: A Song of Ice and Fire (Game of Thrones)
For Sale: Stunning Collection of Books 2-7 from the Epic Series, A Song of Ice and Fire! Delve into the mesmerizing world of Westeros with this exceptional set of books 2 to 7 from the renowned series, A Song of Ice and Fire. While book 1 may be absent, the thrilling journey continues with these captivating volumes, awaiting eager readers like you. Immerse yourself in the rich tapestry of George R.R. Martins masterful storytelling as you follow the intricate web of characters, gripping plotlines, and breathtaking twists that have captivated millions worldwide. From the scheming politics of Kings Landing to the frozen expanses beyond the Wall, these books will transport you to a realm of fantasy and intrigue. The remarkable condition of these six books is akin to new, having never been used or read. Immaculately preserved, they are ready to be enjoyed by those who crave the immersive experience only a physical book can offer. Whether youre a devoted fan of the series or a newcomer eager to join the ranks of loyal readers, this collection is a treasure trove that promises countless hours of enthralling entertainment. Experience the heart-stopping suspense, complex characters, and vivid world-building that have made A Song of Ice and Fire a global phenomenon. Dont miss out on the chance to own this immaculate set of books 2-7, allowing you to continue your journey through the Seven Kingdoms and beyond. Grab this opportunity to complete your collection and immerse yourself in the intricate, unpredictable world of Westeros.
HISTORY OF MODERN INDIA by Bipin Chandra
The SAGE Series in Modern Indian History consists of well-researched volumes with a wider scope and is intended to bring together the growing volume of historical studies that share a broad common historiographic focus. The approach that the authors have tried to evolve looks sympathetically, though critically, at the Indian national liberation struggle and other popular movements such as those of labour, peasants, lower castes, tribal peoples and women. The series also looks at colonialism as a structure and a system, and analyzes changes in economy, society and culture in the colonial context as also in the context of independent India. It focuses on communalism and casteism as major features of modern Indian development. The volumes in the series will tend to reflect this approach as also its changing and developing features. At the broadest plane this approach is committed to the Enlightenment values of rationalism, humanism, democracy and secularism. This set includes: Volume 1: Independence and Partition: The Erosion of Colonial Power in India by Sucheta Mahajan Volume 2: A Narrative of Communal Politics: Uttar Pradesh, 1937–39 by Salil Misra Volume 3: Imperialism, Nationalism and the Making of the Indian Capitalist Class, 1920–1947 by Aditya Mukherjee Volume 4: From Movement to Government: The Congress in the United Provinces, 1937–42 by Visalakshi Menon Volume 5: Peasants in India’s Non-Violent Revolution: Practice and Theory by Mridula Mukherjee Volume 6: Communalism in Bengal: From Famine to Noakhali, 1943–47 by Rakesh Batabyal Volume 7: Political Mobilization and Identity in Western India, 1934–47 by Shri Krishan Volume 8: The Garrison State: Military, Government and Society in Colonial Punjab, 1849–1947 by Tan Tai Yong Volume 9: Colonializing Agriculture: The Myth of Punjab Exceptionalism by Mridula Mukherjee Volume 10: Region, Nation, “Heartland”: Uttar Pradesh in India’s Body-Politic by Gyanesh Kudaisya Volume 11: National Movement and Politics in Orissa, 1920–29 by Pritish Acharya Volume 12: Commun
NCERT at your fingertips , Biology
About The Author Mohammad Shakeel is a writer, speaker, digital marketer, online trainer, a great thinker and a visionary. He’s only 22 and was awarded by the United Nations for being India’s youngest motivational speaker. He has more than 20 lakh subscribers on YouTube, where he talks about logical motivation, ways to make money, life-changing formulas, intellectual topics and work-like-hell kind of topics. CoolMitra Channel started 4 years ago and has completed a journey of over 120 million views so far. He is looking forward to starting a dedicated YouTube channel for Short-Films in the same category which nobody has ever done in India so far. About The Book To be a pilot of a plane, you need to know how it works. Likewise, if you want to control the most powerful thing on the earth-your MIND, you need to learn about it scientifically. Do you want to work 100 hours a week like most Successful People do in the world? Do you always want to stay energetic? Do you wait for perfection? Do you procrastinate? Are you always lazy? Do you have dreams and goals that you haven't started working on yet? Then this Book can work like MAGIC for you. I hate writing about things that are already been written. This book offers a new formula to master your MIND, it's a great vaccine for procrastinators. His video courses and E-books are also available on his Website. He sold over 100,000 copies of his E-Books in just 4 months. In 2018 he started selling high ticket courses to masses when only a few were selling courses in India.
