Reinforcement Learning second edition

Reinforcement Learning  second edition
Author: Richard S. Sutton,Andrew G. Barto
Publsiher: MIT Press
Total Pages: 552
Release: 2018-11-13
ISBN 10: 0262352702
ISBN 13: 9780262352703
Language: EN, FR, DE, ES & NL

Reinforcement Learning second edition Book Review:

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.

I Am Thankful

I Am Thankful
Author: Sheri Wall
Publsiher: Rockridge Press
Total Pages: 135
Release: 2020-08-11
ISBN 10: 9781646115532
ISBN 13: 1646115538
Language: EN, FR, DE, ES & NL

I Am Thankful Book Review:

Family and friends, with grins ear to ear, gather together--Thanksgiving is here! Thanksgiving books for kids teach us about coming together with our loved ones and to give thanks for all that we have. I Am Thankful is an adorable, rhyming standout in Thanksgiving books for kids that follows three different families as they celebrate this wonderful holiday with their own traditions, acts of kindness, and ways of giving back. Kids will learn how to be thankful for the people and world around them as they delight in the warm, sweet illustrations that show diverse families and exciting Thanksgiving adventures. This heartfelt, poetic story will show young ones the meaning of giving and sharing. Go beyond other Thanksgiving books for kids, with: A full holiday adventure--Enjoy an extended, rhyming story with 50 pages of Thanksgiving fun! Practice thankfulness--Discover a short section in the back including activities and crafts designed to foster more thankfulness. Thanksgiving books for kids teach community--Learn the true meaning of community with a diverse cast of characters and a universally welcoming story. If you are looking for Thanksgiving books for kids, I Am Thankful is a warm, fun story for all.

Deep Learning with PyTorch

Deep Learning with PyTorch
Author: Luca Pietro Giovanni Antiga,Eli Stevens,Thomas Viehmann
Publsiher: Simon and Schuster
Total Pages: 520
Release: 2020-07-01
ISBN 10: 1638354073
ISBN 13: 9781638354079
Language: EN, FR, DE, ES & NL

Deep Learning with PyTorch Book Review:

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorch Key Features Written by PyTorch’s creator and key contributors Develop deep learning models in a familiar Pythonic way Use PyTorch to build an image classifier for cancer detection Diagnose problems with your neural network and improve training with data augmentation Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands. Instantly familiar to anyone who knows Python data tools like NumPy and Scikit-learn, PyTorch simplifies deep learning without sacrificing advanced features. It’s great for building quick models, and it scales smoothly from laptop to enterprise. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. After covering the basics, you’ll learn best practices for the entire deep learning pipeline, tackling advanced projects as your PyTorch skills become more sophisticated. All code samples are easy to explore in downloadable Jupyter notebooks. What You Will Learn Understanding deep learning data structures such as tensors and neural networks Best practices for the PyTorch Tensor API, loading data in Python, and visualizing results Implementing modules and loss functions Utilizing pretrained models from PyTorch Hub Methods for training networks with limited inputs Sifting through unreliable results to diagnose and fix problems in your neural network Improve your results with augmented data, better model architecture, and fine tuning This Book Is Written For For Python programmers with an interest in machine learning. No experience with PyTorch or other deep learning frameworks is required. About The Authors Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer, and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co-founder and CEO of an AI engineering company located in Bergamo, Italy, and a regular contributor to PyTorch. Thomas Viehmann is a Machine Learning and PyTorch speciality trainer and consultant based in Munich, Germany and a PyTorch core developer. Table of Contents PART 1 - CORE PYTORCH 1 Introducing deep learning and the PyTorch Library 2 Pretrained networks 3 It starts with a tensor 4 Real-world data representation using tensors 5 The mechanics of learning 6 Using a neural network to fit the data 7 Telling birds from airplanes: Learning from images 8 Using convolutions to generalize PART 2 - LEARNING FROM IMAGES IN THE REAL WORLD: EARLY DETECTION OF LUNG CANCER 9 Using PyTorch to fight cancer 10 Combining data sources into a unified dataset 11 Training a classification model to detect suspected tumors 12 Improving training with metrics and augmentation 13 Using segmentation to find suspected nodules 14 End-to-end nodule analysis, and where to go next PART 3 - DEPLOYMENT 15 Deploying to production

Little Blue Truck

Little Blue Truck
Author: Alice Schertle
Publsiher: Houghton Mifflin Harcourt
Total Pages: 32
Release: 2010-12-06
ISBN 10: 0547770227
ISBN 13: 9780547770222
Language: EN, FR, DE, ES & NL

Little Blue Truck Book Review:

"Neigh!" said a horse. "Quack!" said a duck. "Beep!" said the friendly Little Blue Truck. Little Blue Truck is a joyful cacophony of animal and truck sounds that will have youngsters beeping and quacking—and begging for one more go-round! Along the way, readers see that it pays to be kind to our animal friends . . . if we show a friendly respect to others, we’re more likely to get help when we’re, say, stuck in the muck in a truck. Jill McElmurry’s gouache illustrations of wild-eyed farm animals and country roads are warm and wonderful, suiting the cheerfully rhyming text to a T. Beep!

Never

Never
Author: Ken Follett
Publsiher: Penguin
Total Pages: 816
Release: 2021-11-09
ISBN 10: 0593300025
ISBN 13: 9780593300022
Language: EN, FR, DE, ES & NL

Never Book Review:

New York Times Bestseller The new must-read epic from master storyteller Ken Follett: more than a thriller, it’s an action-packed, globe-spanning drama set in the present day. “A compelling story, and only too realistic.” —Lawrence H. Summers, former U.S. Treasury Secretary “Every catastrophe begins with a little problem that doesn’t get fixed.” So says Pauline Green, president of the United States, in Follett’s nerve-racking drama of international tension. A shrinking oasis in the Sahara Desert; a stolen US Army drone; an uninhabited Japanese island; and one country’s secret stash of deadly chemical poisons: all these play roles in a relentlessly escalating crisis. Struggling to prevent the outbreak of world war are a young woman intelligence officer; a spy working undercover with jihadists; a brilliant Chinese spymaster; and Pauline herself, beleaguered by a populist rival for the next president election. Never is an extraordinary novel, full of heroines and villains, false prophets and elite warriors, jaded politicians and opportunistic revolutionaries. It brims with cautionary wisdom for our times, and delivers a visceral, heart-pounding read that transports readers to the brink of the unimaginable.

Skate for Your Life

Skate for Your Life
Author: Leo Baker
Publsiher: Penguin
Total Pages: 64
Release: 2021-06-01
ISBN 10: 0593223500
ISBN 13: 9780593223505
Language: EN, FR, DE, ES & NL

Skate for Your Life Book Review:

Pocket Change Collective was born out of a need for space. Space to think. Space to connect. Space to be yourself. And this is your invitation to join us. "Wow! Leo's vulnerability and authenticity allowed me to experience his pain and triumph. A great testament to the positive power of skateboarding and the dangers of gender." --Elissa Steamer (skateboarding pioneer) "In Skate for Your Life, Leo Baker invites us on the intimate journey toward self-realization. Leo's deep passion for skateboarding is beautifully communicated while bringing to light the difficult reality of breaking the mold on a public stage. This book synthesizes what so many LGBTQIA people can relate to--the lifelong journey of seeking out spaces where we fit in, and when we don't find them, making new ones." --JD Samson (musician, producer, and songwriter) In this moving, personal story, professional skateboarder Leo Baker shares their journey within the sport and the importance of authenticity and allyship as a non-binary athlete. Pocket Change Collective is a series of small books with big ideas from today's leading activists and artists. "Your authenticity is your superpower." That's the motto that professional skateboarder Leo Baker lives by and champions. But like any hero's journey, learning about their power didn't come easy. In this installment of the Pocket Change Collective, Baker takes the reader on a complicated, powerful journey through the world of skate and competitive sport as a non-binary athlete.

The Official Descarga com Latin Music Guidebook

The Official Descarga com Latin Music Guidebook
Author: Bruce Polin
Publsiher: Unknown
Total Pages: 439
Release: 2001
ISBN 10: 1928374650XXX
ISBN 13: STANFORD:36105110686313
Language: EN, FR, DE, ES & NL

The Official Descarga com Latin Music Guidebook Book Review:

Gratitude

Gratitude
Author: Louise Hay
Publsiher: Hay House, Inc
Total Pages: 135
Release: 1996-10-01
ISBN 10: 1401932312
ISBN 13: 9781401932312
Language: EN, FR, DE, ES & NL

Gratitude Book Review:

Louise L. Hay brings you a very special work that is dear to her heart. In Gratitude, Louise has gathered the insights and collected wisdom of some of the most wonderful teachers and writers she knows...people who have demonstrated the power of gratitude in their own lives. Renowned contributors such as Dr. Wayne W. Dyer, Dr. Joan Borysenko, Dan Millman, Harold Bloomfield, M.D., Bernie Siegel, M.D., Shakti Gawain, Dr. Doreen Virtue, and many, many more of her friends...share their understanding of the practice of gratitude with Louise... and with you.

Wonder

Wonder
Author: R. J. Palacio
Publsiher: Knopf Books for Young Readers
Total Pages: 352
Release: 2017-09-26
ISBN 10: 1524720194
ISBN 13: 9781524720193
Language: EN, FR, DE, ES & NL

Wonder Book Review:

"Now a major motion picture! Includes full-color movie photos and exclusive content!"--Dust jacket.

Atlas of the Heart

Atlas of the Heart
Author: Brené Brown
Publsiher: Random House
Total Pages: 336
Release: 2021-11-30
ISBN 10: 0399592571
ISBN 13: 9780399592577
Language: EN, FR, DE, ES & NL

Atlas of the Heart Book Review:

In her latest book, five-time #1 New York Times bestselling author Dr. Brené Brown writes, “If we want to find the way back to ourselves and one another, we need language and the grounded confidence to both tell our stories and to be stewards of the stories that we hear. This is the framework for meaningful connection.” In Atlas of the Heart, Brown takes us on a journey through eighty-seven of the emotions and experiences that define what it means to be human. As she maps the necessary skills and an actionable framework for meaningful connection, she gives us the language and tools to access a universe of new choices and second chances—a universe where we can share and steward the stories of our bravest and most heartbreaking moments with one another in a way that builds connection. Over the past two decades, Brown’s extensive research into the experiences that make us who we are has shaped the cultural conversation and helped define what it means to be courageous with our lives. Atlas of the Heart draws on this research, as well as on Brown’s singular skills as a storyteller, to show us how accurately naming an experience doesn’t give the experience more power, it gives us the power of understanding, meaning, and choice. Brown shares, “I want this book to be an atlas for all of us, because I believe that, with an adventurous heart and the right maps, we can travel anywhere and never fear losing ourselves.”

All We Can Save

All We Can Save
Author: Ayana Elizabeth Johnson,Katharine K. Wilkinson
Publsiher: One World
Total Pages: 448
Release: 2020-09-22
ISBN 10: 0593237064
ISBN 13: 9780593237069
Language: EN, FR, DE, ES & NL

All We Can Save Book Review:

NATIONAL BESTSELLER • Provocative and illuminating essays from women at the forefront of the climate movement who are harnessing truth, courage, and solutions to lead humanity forward. “A powerful read that fills one with, dare I say . . . hope?”—The New York Times NAMED ONE OF THE BEST BOOKS OF THE YEAR BY SMITHSONIAN MAGAZINE There is a renaissance blooming in the climate movement: leadership that is more characteristically feminine and more faithfully feminist, rooted in compassion, connection, creativity, and collaboration. While it’s clear that women and girls are vital voices and agents of change for this planet, they are too often missing from the proverbial table. More than a problem of bias, it’s a dynamic that sets us up for failure. To change everything, we need everyone. All We Can Save illuminates the expertise and insights of dozens of diverse women leading on climate in the United States—scientists, journalists, farmers, lawyers, teachers, activists, innovators, wonks, and designers, across generations, geographies, and race—and aims to advance a more representative, nuanced, and solution-oriented public conversation on the climate crisis. These women offer a spectrum of ideas and insights for how we can rapidly, radically reshape society. Intermixing essays with poetry and art, this book is both a balm and a guide for knowing and holding what has been done to the world, while bolstering our resolve never to give up on one another or our collective future. We must summon truth, courage, and solutions to turn away from the brink and toward life-giving possibility. Curated by two climate leaders, the book is a collection and celebration of visionaries who are leading us on a path toward all we can save. With essays and poems by: Emily Atkin • Xiye Bastida • Ellen Bass • Colette Pichon Battle • Jainey K. Bavishi • Janine Benyus • adrienne maree brown • Régine Clément • Abigail Dillen • Camille T. Dungy • Rhiana Gunn-Wright • Joy Harjo • Katharine Hayhoe • Mary Annaïse Heglar • Jane Hirshfield • Mary Anne Hitt • Ailish Hopper • Tara Houska, Zhaabowekwe • Emily N. Johnston • Joan Naviyuk Kane • Naomi Klein • Kate Knuth • Ada Limón • Louise Maher-Johnson • Kate Marvel • Gina McCarthy • Anne Haven McDonnell • Sarah Miller • Sherri Mitchell, Weh’na Ha’mu Kwasset • Susanne C. Moser • Lynna Odel • Sharon Olds • Mary Oliver • Kate Orff • Jacqui Patterson • Leah Penniman • Catherine Pierce • Marge Piercy • Kendra Pierre-Louis • Varshini • Prakash • Janisse Ray • Christine E. Nieves Rodriguez • Favianna Rodriguez • Cameron Russell • Ash Sanders • Judith D. Schwartz • Patricia Smith • Emily Stengel • Sarah Stillman • Leah Cardamore Stokes • Amanda Sturgeon • Maggie Thomas • Heather McTeer Toney • Alexandria Villaseñor • Alice Walker • Amy Westervelt • Jane Zelikova

An Awesome Book of Thanks

An Awesome Book of Thanks
Author: Dallas Clayton
Publsiher: Two Lions
Total Pages: 86
Release: 2010-11
ISBN 10: 9781935597377
ISBN 13: 193559737X
Language: EN, FR, DE, ES & NL

An Awesome Book of Thanks Book Review:

Celebrates all the things for which to be thankful, from boats and cars to alligator acrobats and gigantic dinomachines, and from the things that can be seen everyday to the bad things that may turn out to be good.

Machine Learning in Action

Machine Learning in Action
Author: Peter Harrington
Publsiher: Simon and Schuster
Total Pages: 384
Release: 2012-04-03
ISBN 10: 1638352453
ISBN 13: 9781638352457
Language: EN, FR, DE, ES & NL

Machine Learning in Action Book Review:

Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce

The Gratitude Project

The Gratitude Project
Author: Jeremy Adam Smith,Kira Newman,Dacher Keltner,Jason Marsh
Publsiher: Unknown
Total Pages: 240
Release: 2020-09
ISBN 10: 9781684034611
ISBN 13: 1684034612
Language: EN, FR, DE, ES & NL

The Gratitude Project Book Review:

The Gratitude Project explores gratitude's deep roots in human psychology--how it evolved and how it affects our brain--as well as the transformative impact it has on creating a meaningful life and a better world. This book is the result of a multiyear collaboration between the Greater Good Science Center and Robert Emmons of the University of California, Davis, with essays based on new research and written by renowned positive psychologists and public figures.

Think Grow Rich

Think   Grow Rich
Author: Napoleon Hill
Publsiher: Courier Dover Publications
Total Pages: 272
Release: 2018-10-17
ISBN 10: 0486835324
ISBN 13: 9780486835327
Language: EN, FR, DE, ES & NL

Think Grow Rich Book Review:

With the help of industrialist Andrew Carnegie, the author of this remarkable book spent two decades interviewing hundreds of people renowned for their wealth and achievement. Napoleon Hill's all-time bestseller in the personal success field offers priceless advice on positive thinking and overcoming adversity by distilling the collective wisdom of Henry Ford, Thomas Edison, John D. Rockefeller, and other successful figures from the worlds of finance, industry, and the arts. Growing rich, Hill explains, is about far more than just making money. "Whatever the mind can conceive and believe," he asserts, "it can achieve with positive mental attitude." Hill outlines 13 principles of success involving goal setting, developing entrepreneurial thinking, and exercising effective leadership. A must for any reader of The Secret, this guide will transform the way you think about time, money, and relationships, setting your feet on the path to financial freedom.

Nineteen Eighty Four Illustrated

Nineteen Eighty Four  Illustrated
Author: George Orwell
Publsiher: Strelbytskyy Multimedia Publishing
Total Pages: 135
Release: 2020-07-03
ISBN 10: 1928374650XXX
ISBN 13: PKEY:SMP2300000063301
Language: EN, FR, DE, ES & NL

Nineteen Eighty Four Illustrated Book Review:

1984 is George Orwell's terrifying vision of a totalitarian future in which everything and everyone is slave to a tyrannical regime lead by The Party. Winston Smith works for the Ministry of Truth in London, chief city of Airstrip One. Big Brother stares out from every poster, the Thought Police uncover every act of betrayal. When Winston finds love with Julia, he discovers that life does not have to be dull and deadening, and awakens to new possibilities. Despite the police helicopters that hover and circle overhead, Winston and Julia begin to question the Party; they are drawn towards conspiracy. Yet Big Brother will not tolerate dissent - even in the mind. For those with original thoughts they invented Room 101. . .

Operating Systems

Operating Systems
Author: Remzi H. Arpaci-Dusseau,Andrea C. Arpaci-Dusseau
Publsiher: Createspace Independent Publishing Platform
Total Pages: 714
Release: 2018-09
ISBN 10: 9781985086593
ISBN 13: 198508659X
Language: EN, FR, DE, ES & NL

Operating Systems Book Review:

"This book is organized around three concepts fundamental to OS construction: virtualization (of CPU and memory), concurrency (locks and condition variables), and persistence (disks, RAIDS, and file systems"--Back cover.

Atomic Habits

Atomic Habits
Author: James Clear
Publsiher: Penguin
Total Pages: 320
Release: 2018-10-16
ISBN 10: 0735211302
ISBN 13: 9780735211308
Language: EN, FR, DE, ES & NL

Atomic Habits Book Review:

The #1 New York Times bestseller. Over 3 million copies sold! Tiny Changes, Remarkable Results No matter your goals, Atomic Habits offers a proven framework for improving--every day. James Clear, one of the world's leading experts on habit formation, reveals practical strategies that will teach you exactly how to form good habits, break bad ones, and master the tiny behaviors that lead to remarkable results. If you're having trouble changing your habits, the problem isn't you. The problem is your system. Bad habits repeat themselves again and again not because you don't want to change, but because you have the wrong system for change. You do not rise to the level of your goals. You fall to the level of your systems. Here, you'll get a proven system that can take you to new heights. Clear is known for his ability to distill complex topics into simple behaviors that can be easily applied to daily life and work. Here, he draws on the most proven ideas from biology, psychology, and neuroscience to create an easy-to-understand guide for making good habits inevitable and bad habits impossible. Along the way, readers will be inspired and entertained with true stories from Olympic gold medalists, award-winning artists, business leaders, life-saving physicians, and star comedians who have used the science of small habits to master their craft and vault to the top of their field. Learn how to: • make time for new habits (even when life gets crazy); • overcome a lack of motivation and willpower; • design your environment to make success easier; • get back on track when you fall off course; ...and much more. Atomic Habits will reshape the way you think about progress and success, and give you the tools and strategies you need to transform your habits--whether you are a team looking to win a championship, an organization hoping to redefine an industry, or simply an individual who wishes to quit smoking, lose weight, reduce stress, or achieve any other goal.

Critical Role Vox Machina Kith Kin

Critical Role  Vox Machina  Kith   Kin
Author: Marieke Nijkamp,Critical Role
Publsiher: Del Rey
Total Pages: 368
Release: 2021-11-30
ISBN 10: 0593496639
ISBN 13: 9780593496633
Language: EN, FR, DE, ES & NL

Critical Role Vox Machina Kith Kin Book Review:

Explore the past of Critical Role’s daring half-elf twins, Vex’ahlia and Vax’ildan, in this original prequel novel to their adventures with Vox Machina. Vex and Vax have always been outsiders. A harsh childhood in the elite elven city of Syngorn quickly taught them not to rely on others. Now, freed from the expectations of their exacting father and the scornful eyes of Syngorn’s elves, the cunning hunter and the conning thief have made their own way in the world of Exandria. The twins have traveled far and experienced great hardship. But with the help of Vex's quick wit and Vax's quicker dagger, they've always kept ahead of trouble. Now, unknown perils await them in the bustling city of Westruun, where the twins become entangled in a web spun by the thieves’ guild known to many as the Clasp. Trapped by a hasty deal, Vex and Vax (along with Vex's faithful bear companion, Trinket) set out into the wilds to fulfill their debt to the infamous crime syndicate. As the situation grows more complicated than they ever could have imagined, for the first time Vex and Vax find themselves on opposite sides of a conflict that threatens the home they have carried with each other for years. Written by #1 New York Times bestselling author Marieke Nijkamp, Critical Role: Vox Machina—Kith & Kin follows a brand-new adventure that delves into the twin's unexplored history, and returns to some of the iconic moments that forged Vox Machina's most unbreakable bond.

Mockingjay Hunger Games Book Three

Mockingjay  Hunger Games  Book Three
Author: Suzanne Collins
Publsiher: Scholastic Inc.
Total Pages: 400
Release: 2010-08-24
ISBN 10: 0545317800
ISBN 13: 9780545317801
Language: EN, FR, DE, ES & NL

Mockingjay Hunger Games Book Three Book Review:

The greatly anticipated final book in the New York Times bestselling Hunger Games trilogy by Suzanne Collins.