Book picks similar to
Neural Networks and Statistical Learning by Ke-Lin Du
machine-learning
data-science
calibre-library
statistical-learning
The Lost: Treasures Lost, Treasures Found/Mind Over Matter
Nora Roberts - 1987
Her practical, no-nonsense father had had a dream - sunken treasure - and he'd left a map leading to a gold-laden ship. Determined to complete her father's explorations, she turned to the only man with the ability to tackle the treacherous dive deep beneath the Atlantic: Ky Silver.Kate had left Ky four years ago, frightened of the needs he awoke in her, yet now she needed him more than ever. But working with Ky meant more than searching for gold pieces - it meant plunging her heart into the depths of love...
Mind Over Matter
Theatrical agent Aurora Fields kept her personal life strictly separate from her professional one, but lines were crossed the moment she met David Brady. He had asked her client to participate in his documentary on paranormal phenomena. Aurora agreed, but she stayed on hand to protect the woman from exploitation as fiercely as a mother tigress. Somehow David saw that Aurora's tough self-image was a little soft around the edges, and he was determined to discover what she was trying to hide. He'd always considered himself a good judge of people, so why did each moment he spent with Aurora leave her as enigmatic - and enticing - as before?
Networking for Systems Administrators (IT Mastery Book 5)
Michael W. Lucas - 2015
Servers give sysadmins a incredible visibility into the network—once they know how to unlock it. Most sysadmins don’t need to understand window scaling, or the differences between IPv4 and IPv6 echo requests, or other intricacies of the TCP/IP protocols. You need only enough to deploy your own applications and get easy support from the network team.This book teaches you:•How modern networks really work•The essentials of TCP/IP•The next-generation protocol, IPv6•The right tools to diagnose network problems, and how to use them•Troubleshooting everything from the physical wire to DNS•How to see the traffic you send and receive•Connectivity testing•How to communicate with your network team to quickly resolve problemsA systems administrator doesn’t need to know the innards of TCP/IP, but knowing enough to diagnose your own network issues transforms a good sysadmin into a great one.
Probabilistic Robotics
Sebastian Thrun - 2005
Building on the field of mathematical statistics, probabilistic robotics endows robots with a new level of robustness in real-world situations. This book introduces the reader to a wealth of techniques and algorithms in the field. All algorithms are based on a single overarching mathematical foundation. Each chapter provides example implementations in pseudo code, detailed mathematical derivations, discussions from a practitioner's perspective, and extensive lists of exercises and class projects. The book's Web site, www.probabilistic-robotics.org, has additional material. The book is relevant for anyone involved in robotic software development and scientific research. It will also be of interest to applied statisticians and engineers dealing with real-world sensor data.
Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS
John K. Kruschke - 2010
Included are step-by-step instructions on how to carry out Bayesian data analyses.Download Link : readbux.com/download?i=0124058884 0124058884 Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan PDF by John Kruschke
Programming Game AI by Example
Mat Buckland - 2004
Techniques covered include state- and goal-based behavior, inter-agent communication, individual and group steering behaviors, team AI, graph theory, search, path planning and optimization, triggers, scripting, scripted finite state machines, perceptual modeling, goal evaluation, goal arbitration, and fuzzy logic.
An Introduction to Probability Theory and Its Applications, Volume 1
William Feller - 1968
Beginning with the background and very nature of probability theory, the book then proceeds through sample spaces, combinatorial analysis, fluctuations in coin tossing and random walks, the combination of events, types of distributions, Markov chains, stochastic processes, and more. The book's comprehensive approach provides a complete view of theory along with enlightening examples along the way.
Introduction to Data Mining
Vipin Kumar - 2005
Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.
Deep Learning
John D. Kelleher - 2019
When we use consumer products from Google, Microsoft, Facebook, Apple, or Baidu, we are often interacting with a deep learning system. In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution.Kelleher explains that deep learning enables data-driven decisions by identifying and extracting patterns from large datasets; its ability to learn from complex data makes deep learning ideally suited to take advantage of the rapid growth in big data and computational power. Kelleher also explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art. He describes the most important deep learning architectures, including autoencoders, recurrent neural networks, and long short-term networks, as well as such recent developments as Generative Adversarial Networks and capsule networks. He also provides a comprehensive (and comprehensible) introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning—major trends, possible developments, and significant challenges.
Multivariate Data Analysis
Joseph F. Hair Jr. - 1979
This book provides an applications-oriented introduction to multivariate data analysis for the non-statistician, by focusing on the fundamental concepts that affect the use of specific techniques.
Secrets of the Heart
Elizabeth Buchan - 2000
Struggling with its upkeep whilst looking after her elderly aunts, juggling her work, and nursing a bruised heart, she doesn't bank on falling for handsome property developer Julian,whose job is everything she despises. But Julian has commitments of his own: Kitty, his long term mistress, won't give him up without a fight: seemingly fragile, she's really as tough as nails. Nor does Agnes imagine that stoical Andrew, whose organic farm is being wrenched away from him by a planning application, will fall for her too. Slowly, surely, a love quartet is developing, but relationships are messy things, and only two people can find happiness at the end of it all ...
Cedar Cove Collection : 74 Seaside Avenue / 8 Sandpiper Way / 92 Pacific Boulevard / 1022 Evergreen Place / 1105 Yakima Street / 1225 Christmas Tree Lane
Debbie Macomber - 2014
Including: 74 Seaside Avenue, 8 Sandpiper Way, 92 Pacific Boulevard, 1022 Evergreen Place, 1105 Yakima Street and 1225 Christmas Tree Lane. Make time for friends. Make time for Debbie Macomber.
Vampire for Hire: First Eight Short Stories
J.R. Rain - 2014
Rain. Included in this collection is Samantha Moon's Blog, and three bonus scenes."Teeth: Fang's Story" - What happens when a child is born with a rare throwback gene, a gene that produces two exceptionally long teeth?"Vampire Nights" - Samantha Moon meets someone unexpected on a late night trip to Denny's, someone who seems to know all her secrets and has all the answers."Vampire Dreams" - Samantha Moon sets out to find the answer to a mysterious, haunting dream...a dream in which sees a young woman die, over and over again. What she discovers, what she finds out about herself, will challenge everything she believes...and shed light on what she's becoming."Halloween Moon" - Samantha Moon is about to confront a monster of the worst kind—a killer who preys on the innocent. A killer who lives just down her street..."Vampire Gold" - Samantha Moon takes on a dead man's riddle...and soon finds herself on the hunt for real buried treasure."Blue Moon" - Samantha Moon is about to meet some very unexpected in a local Starbucks...someone who looks hauntingly familiar."Dark Side of the Moon" - Samantha Moon gets in touch with the creature inside of her and takes a trip beyond where she's ever gone before, deep into the revelations of her inner self, and into the black vastness of outer space. She risks everything to discover just how powerful she is, and finally connects with a deeper truth inside of her—a truth that will unlock something unexpected and powerful."Samantha Moon's Blog" - A vampire and mom writes her first blog...and reveals all.Also included are three bonus scenes/outtakes from AMERICAN VAMPIRE and VAMPIRE DAWN.
Jake's Djinn
Alyssa Day - 2017
He groped for the glass of water that wasn’t on his bedside table, shoved the whiskey bottle out of his bed, and closed his eyes against the blinding glare of the gorgeous genie in all her purple-haired, pink-sequined glory. And then he groaned. “Not again.” When Jake, brilliant scholar and full-fledged member of the crazy Cardinal Witches family, meets the djinn of his dreams, at first he doesn't even realize it. But after she punches him in the face, helps him survive the birth of his niece, and confides the deeply guarded secret of her true name, will Jake be the one to grant Donya's wish? A delightful short story in the world of the Cardinal Witches.
Off-Limits Box Set
Ella James - 2018
☆ THE BOY NEXT DOOR ☆The boy next door. That's what he was. Dash Frasier--my hero from the day we met, when I was six and he was nine. His sister was my best friend, the three of us one happy crew. Then one sweaty summer night changed everything.No one understood me like Dash. No one made me feel so loved. That's why, when he skipped town, it wrecked me.Now I'm older. Wiser. I've just snagged my dream job, writing at a film studio. The lead animator on my project? You guessed it.He's not the boy next door. Not anymore.I'm guarding my heart this time.But Dash has secrets that could break us both.★☆ FRACTURED LOVE ☆She was my foster sister, her luxurious house the only home I'd ever known. I fell in love with Evie before her doctor parents signed my adoption papers.They threw me out the day they caught us.Now I'm Dr. Jones, so far removed from who I used to be, it seems like a bad dream. I tell myself nothing can touch me. Until I see the residency roster at Alpine University Hospital.There's only two incoming neurosurgery residents each year. This year it's Landon Jones--and Evie Rutherford.★☆ THE PLAN ☆You've heard this story before. Woman feels her biological clock ticking and gets someone to knock her up.Not for love, for baby.Crazy, right?That's what I thought.Then I found out my fiancé had a vasectomy. The life I thought I had? Nope. Suddenly I'm 33, and I don't even have a kissing buddy.When my mom's health takes a turn and I wind up back in my hometown of Fate, Alabama, I tell myself to leave things up to...well, you know.Then I see Gabriel McKellan. He's Fate's most famous son, a bestselling author who is beautiful, complicated, and living just below me. In addition to his plus-sized brain, Gabe's well-endowed in other ways, and great in bed to boot. I would know. He's my ex husband.When I suggest The Plan, I don't imagine that he'll take the bait. It's been ten years, and we don't work. But Fate has other plans for both of us.★☆ CROWN JEWELS ☆After that close-up of his package on the sailboat in Morocco, TMZ started calling him Crown Jewels.Not that I keep track of Prince Liam. Definitely don't stalk him online like my friends do.I'm out of that scene now. My family's reality show might still be running, but I've been off-screen for a while. When people pass me on the sidewalk, they might squint, but most of them don't scream "Lucy Rhodes" and ask about my love of Lucky Charms or how my broken toe healed.Prince Liam--my stalking his Instagram--that's just for fun. It's my dirty little secret. Trust me, I'm the only woman in the world who doesn't actually want him.Except I'm back in the Hamptons for the first time in two years. I'm at a party, and Prince Manwhore is here as well. I tell myself that smile has no effect on me. That his ridiculous charisma is a parlor trick I see right through.After our one night together, no one knows that I succumbed.It doesn't matter. It meant nothing.Not until I see those two pink lines.
Head First Programming: A Learner's Guide to Programming Using the Python Language
Paul Barry - 2008
This book offers concrete examples and exercises in the dynamic and versatile Python language to demonstrate and reinforce these concepts. Learn the basic tools to start writing the programs that interest you, and get a better understanding of what software can (and cannot) do. When you're finished, you'll have the necessary foundation to learn any programming language or tackle any software project you choose. With a focus on programming concepts, this book teaches you how to:Understand the core features of all programming languages, including: variables, statements, decisions, loops, expressions, and operatorsReuse code with functionsUse library code to save time and effortSelect the best data structure to manage complex dataWrite programs that talk to the WebShare your data with other programsWrite programs that test themselves and help you avoid embarrassing coding errors.Contents Intro xxiii1 Starting to Code: Finding Your Way2 Textual Data: Every String Has Its Place3 Functions: Let’s Get Organized4 Data Files and Arrays: Sort It Out5 Hashes and Databases: Putting Data in Its Place6 Modular Programming: Keeping Things Straight7 Building a Graphical User Interface: Going All Gooey8 GUIs and Data: Data Entry Widgets8 1/2 Exceptions and Message Boxes: Get the Message? 9 Graphical Interface Elements: Selecting the Right Tool10 Custom Widgets and Classes: With an Object in MindAppendix i Leftovers: The Top Ten Things (We Didn’t Cover)