Data Science: A First Introduction with Python focuses on using the Python programming language in Jupyter notebooks to perform data manipulation and cleaning, create effective visualizations, and extract insights from data using classification, regression, clustering, and inference. It emphasizes workflows that are clear, reproducible, and shareable, and includes coverage of the basics of version control. Based on educational research and active learning principles, the book uses a modern approach to Python and includes accompanying autograded Jupyter worksheets for interactive, self-directed learning. The text will leave readers well-prepared for data science projects. It is designed for learners from all disciplines with minimal prior knowledge of mathematics and programming. The authors have honed the material through years of experience teaching thousands of undergraduates at the University of British Columbia. Key Features: Includes autograded worksheets for interactive, self-directed learning. Introduces readers to modern data analysis and workflow tools such as Jupyter notebooks and GitHub, and covers cutting-edge data analysis and manipulation Python libraries such as pandas, scikit-learn, and altair. Is designed for a broad audience of learners from all backgrounds and disciplines.
Python Packages introduces Python packaging at an introductory and practical level that’s suitable for those with no previous packaging experience. Despite this, the text builds up to advanced topics such as automated testing, creating documentation, versioning and updating a package, and implementing continuous integration and deployment. Covering the entire Python packaging life cycle, this essential guide takes readers from package creation all the way to effective maintenance and updating. Python Packages focuses on the use of current and best-practice packaging tools and services like poetry, cookiecutter, pytest, sphinx, GitHub, and GitHub Actions. Features: The book’s source code is available online as a GitHub repository where it is collaborated on, automatically tested, and built in real time as changes are made; demonstrating the use of good reproducible and clear project workflows. Covers not just the process of creating a package, but also how to document it, test it, publish it to the Python Package Index (PyPI), and how to properly version and update it. All concepts in the book are demonstrated using examples. Readers can follow along, creating their own Python packages using the reproducible code provided in the text. Focuses on a modern approach to Python packaging with emphasis on automating and streamlining the packaging process using new and emerging tools such as poetry and GitHub Actions.
On July 31, 1909, Pres. William Howard Taft authorized the creation of Mukuntuweap National Monument in southern Utah. Encompassing miles of rugged mountain peaks towering above the Virgin River, the national monument was renamed Zion and designated as a national park in 1919. The area, originally inhabited by Native Americans, was settled by Mormon pioneers in the early 1860s. As the beauty of the region gained national fame, roads were constructed, tourist accommodations were established, and from 1927 to 1930, the Zion-Mount Carmel Tunnel, a 5,613-foot-long engineering wonder, was constructed. Recognized around the world for its geologic, scenic, and historic value, Zion, Utahs first national park, draws millions of visitors each year.
An inspirational and informative illustrated guide to help you embrace each season and find peace, mindfulness and joy throughout the year. Illustrated throughout with newly commissioned sketches, prints and paintings by the author, Ebb and Flow introduces seasonal living and explains why it is increasingly vital for us to reconnect with the seasons. Tiffany Francis-Baker offers practical, science-backed advice demonstrating the mental and physical health benefits of practising mindful, seasonal living. Following the Pagan 'Wheel of the Year' through a nature-led calendar, Francis-Baker explains the origins of seasonal Pagan and Celtic names, traditions and events. She outlines the short- and long-term benefits of leading slower lives and encourages us to enjoy closer connections with nature and healthier relationships with our own well-being. Each section begins with an introduction to the season, then details what you can grow and forage, the wildlife you can spot and which seasonal behaviours to look out for. Crafts and seasonal activities demonstrate quick ways to stay connected with the seasons, even at our busiest times, and illustrated spreads explain lunar phases, hibernation, stargazing and more. With beautiful images, inspiring words and imaginative seasonal crafts, this tactile book has something to help everyone connect with the rhythm of the year and feel more grounded with nature.
The Dreamcatcher in the Wry, Tiffany Midge’s bitingly hilarious collection of essays written during the COVID-19 pandemic, builds on the critical acclaim of her earlier book Bury My Heart at Chuck E. Cheese’s. A Standing Rock Sioux citizen, Midge offers up her unique satire about the foibles of politics, consumerism, world affairs, pandemic anxieties, and other subjects from the pandemic years of 2020 through 2023. The Dreamcatcher in the Wry brims with insight, considering pig heart transplants, wedding-crashing grizzly bears, truffle-snuffling dogs, bison-petting tourists—and a plethora of other animal and wildlife hijinks—not to mention wienermobiles, the controversial Mount Rushmore, meeting Iron Eyes Cody in a parade, Elizabeth Warren’s quaint family lore, and Buffy Sainte-Marie. Midge brilliantly unpacks her observations and day-to-day concerns through the lens of an urban-raised Lakota living in the West, a writer of poetry, op-eds, church bulletins, fridge magnets, and Twitter posts who is allergic to horses and most outdoor recreation—except for berry picking and the occasional romp through a dewy meadow. Turning over the colonizer’s society and culture for some good old Native American roasting, Midge informs as she entertains, gleaning wisdom from the incongruities of daily life with a much-needed dose of Indigenous common sense.
A fever dream of desires fulfilled. RITA® Award nominated title from International Bestselling Author Tiffany Reisz. Nestled in the shadow of the Appalachians is where Gwen Ashby stumbles upon the William Marshall Academy, and she's given a trial position as a literature teacher. The gothic boarding school seems trapped in time yet it feels like home the moment Gwen arrives. She's charmed by the lovely buildings, bewitched by the eager students…and utterly seduced by the headmaster. Edwin Yorke is noble, handsome and infuriatingly proper. But his tweedy exterior and courtly manners conceal a raw sensual power that Gwen longs to unleash. It's strangely thrilling to be the only woman on campus—save one other. An eerie white-clad figure roams the grounds by night. She never speaks. She leaves no trace. But this ghostly blight on Gwen's new dream life is the key to the Marshall Academy's mysterious allure. "A very well-written, unique and hauntingly Gothic story, with the enough amount of detailed descriptions of atmosphere and characters and beautiful references to some of the best literary works." --Goodreads Review
Why is there no Native woman David Sedaris? Or Native Anne Lamott? Humor categories in publishing are packed with books by funny women and humorous sociocultural-political commentary—but no Native women. There are presumably more important concerns in Indian Country. More important than humor? Among the Diné/Navajo, a ceremony is held in honor of a baby’s first laugh. While the context is different, it nonetheless reminds us that laughter is precious, even sacred. Bury My Heart at Chuck E. Cheese’s is a powerful and compelling collection of Tiffany Midge’s musings on life, politics, and identity as a Native woman in America. Artfully blending sly humor, social commentary, and meditations on love and loss, Midge weaves short, stand-alone musings into a memoir that stares down colonialism while chastising hipsters for abusing pumpkin spice. She explains why she does not like pussy hats, mercilessly dismantles pretendians, and confesses her own struggles with white-bread privilege. Midge goes on to ponder Standing Rock, feminism, and a tweeting president, all while exploring her own complex identity and the loss of her mother. Employing humor as an act of resistance, these slices of life and matchless takes on urban-Indigenous identity disrupt the colonial narrative and provide commentary on popular culture, media, feminism, and the complications of identity, race, and politics.
“Profiles many of our most popular purveyors on wheels, and includes . . . recipes so cart-ivores can recreate their favorite dishes at home.” —Mid-County Memo Portlanders have always had a taste for fresh local foods served up with a lack of pretense. So it’s no surprise that food carts have emerged as a popular way to showcase a variety of flavors to hungry locals. While the business is a competitive one, the most unique and culturally diverse food trucks are able to thrive. From new spins on old classics—like the meatball sub and the spinach salad—to innovative creations like the Sriracha Mix-a-Lot and Peppered Peanut Popcorn Brittle, food carts have established a presence as culinary gems in a city brimming with creative dining options. Join Tiffany Harelik, author of the Trailer Food Diaries Cookbook series, as she returns to Portland to celebrate this growing food revolution.
Tiffany White fans will revel in the hot, steamy love scenes." —RT Reviews To her surprise, Victoria Stone found herself with her fiancé’s best friend, Zack DeLuca, accompanying her on holiday to a ghost town. Zack had the smoldering dark eyes of a desperado and he seemed to read her darkest desires, fuel them even. It was one thing to fantasize about a sexy gunslinger. It was quite another to have one come to life, especially when no one else could see him. Soon Victoria’s fantasy and reality were intertwined in Restless Nights.
A stellar group of romance authors lights up the holidays with six festive novels to put you in the Christmas spirit. Charming and dashing, sexy and funny, these six Christmas stories bring couples together around the holidays. From romance stalwarts like Raine Cantrell, Sherrill Bodine, Tiffany White, Katherine Kingsley, and Anita Mills, these gorgeous tales cross time and place to get to the human heart at the center of the season, reminding every reader that the best part of winter happens underneath the mistletoe . . . Under the Mistletoe includes: The Christmas Ball by Sherrill Bodine More than a Miracle and A Time for Giving by Raine Cantrell The 6'1" Grinch by Tiffany White The Sound of Snow by Katherine Kingsley Winter Roses by Anita Mills
Darkness has shaped the lives of humans for millennia, and in Dark Skies, Tiffany Francis-Baker travels around Britain and Europe to learn more about nocturnal landscapes and humanity's connection to the night sky. For a year, Tiffany travels through different nightscapes across the UK and beyond. She experiences 24-hour daylight while swimming in the Gulf of Finland and visits Norway to witness the Northern Lights and speak to people who live in darkness for three months each year. She hikes through the haunted yew forests of Kingley Vale and embarks on a nocturnal sail down the River Dart. As she travels, Tiffany explores how our relationship with darkness and the night sky has changed over time. In this personal and beautifully written nature memoir, Tiffany Francis-Baker investigates how our experiences of the night-time world have permeated our history, folklore, science, geography, art and literature.
As the centenary of the Great War approaches, citizens worldwide are reflecting on the history, trauma, and losses of a war-torn twentieth century. It is in remembering past wars that we are at once confronted with the profound horror and suffering of armed conflict and the increasing elusiveness of peace. The contributors to Bearing Witness do not presume to resolve these troubling questions, but provoke new kinds of reflection. They explore literature, the arts, history, language, and popular culture to move beyond the language of rhetoric and commemoration provided by politicians and the military. Adding nuance to discussions of war and peace, this collection probes the understanding and insight created in the works of musicians, dramatists, poets, painters, photographers, and novelists, to provide a complex view of the ways in which war is waged, witnessed, and remembered. A compelling and informative collection, Bearing Witness sheds new light on the impact of war and the power of suffering, heroism and memory, to expose the human roots of violence and compassion. Contributors include Heribert Adam (Simon Fraser University), Laura Brandon (Carleton University), Mireille Calle-Gruber (Université La Sorbonne Nouvelle), Janet Danielson (Simon Fraser University), Sandra Djwa (emeritus, Simon Fraser University), Alan Filewod (University of Guelph), Sherrill Grace (University of British Columbia), Patrick Imbert (University of Ottawa), Tiffany Johnstone (PhD Candidate, University of British Columbia), Martin Löschnigg (Graz University), Lauren Lydic (PhD, University of Toronto), Conny Steenman Marcusse (Netherlands), Jonathan Vance (University of Western Ontario), Aritha van Herk (University of Calgary), Peter C. van Wyck (Concordia University), Christl Verduyn (Mount Allison University), and Anne Wheeler (filmmaker).
Meet the faithful dreamers who helped build the foundation of the new American nation—from four brothers in Colonial Connecticut determined to make something of their lives, to a colony of Quakers in North Carolina resolute in their faith, to settlers in the northwest frontier staking their claim in hostile territory. Watch as nine romances develop and legacies of faith and love are formed.
Puppet Wardrobe is a pop-up book, surprise is in its element. In search of the “dateless lively heat” that Shakespeare sourced to Cupid, Daniel Tiffany finds “the infamous promiscuity of things” in broad display. As watchword, you have the poet’s “slang for the pink redoubt,” the chummy vulgarity beneath prosody’s underthings: say hello to the New Flesh.
Hope for Happy Endings Is Renewed in Nine Historical Romances Meet nine women from history spanning from 1776 to 1944 feel the sting of having lost out on love. Can their hope for experiencing romance again be renewed? Love in the Crossfire by Lauralee Bliss - Trenton, New Jersey, 1776 Gretchen Hanson watched her beau go off to war and never return. She soon falls for an enemy scout who stumbles upon her farm. If Jake is discovered, it could mean death for them all. Will Gretchen let go of love or stand strong? Daughter of Orion by Ramona K. Cecil - New Bedford, Massachusetts, 1859 Whaling widow, Matilda Daggett, vows to never again give her heart to a seaman. But when debt drives her to masquerade as a cabin boy on a whaling ship, a young harpooner threatens both her vow and her heart. The Substitute Husband and the Unexpected Bride by Pamela Griffin - Washington Territory, 1864 Cecily McGiver, a mail-order bride, arrives in the rugged Washington Territory shocked to find herself without a husband—that is until Garrett, a widower, offers to take the position. Can the challenges that face them lead to love? The Prickly Pear Bride by Pam Hillman - Little Prickly Pear Creek, Montana Territory, 1884 Shepherdess Evelyn Arnold left her intended at the altar so he could marry the woman he really loved. Dubbed Miss Prickly Pear, Evelyn is resigned to a loveless life and the ridicule of her neighbors. When Cole Rawlins sweeps her out of a raging river, she realizes even a prickly pear can find love. The Widow of St. Charles Avenue by Grace Hitchcock - New Orleans, 1895 Colette Olivier, a young widow who married out of obligation, finds herself at the end of her mourning period and besieged with suitors out for her inheritance. With her pick of any man, she is drawn to an unlikely choice. Married by Mistake by Laura V. Hilton - Mackinac Island, 1902 When a plan to pose for advertising goes awry, Thomas Hale and Bessie O’Hara find themselves legally married. Now Bessie and Thomas must decide whether to continue the charade or walk away. Either choice could ruin them if the truth gets out. Fanned Embers by Angela Breidenbach - Bitterroot Mountains, Montana/Idaho border, 1910 Stranded in the treacherous railroad camp after her husband’s murder, Juliana Hayes has no desire to marry a ruffian like Lukas Filips. Can she release prejudice to love again? Or will they even survive the fiery Pacific Northwest disaster to find out? From a Distance by Amber Stockton - Breckenridge, Colorado, 1925 Financial Manager Trevor Fox sets out to find a lady to love him and not his money, then meets and falls for an average girl only to discover she’d deceived him to protect her heart after he unknowingly rejects her. What the Heart Sees by Liz Tolsma - Hartford, Wisconsin, 1944 American Miriam Bradford is shocked to see Paul Albrecht, her summer fling from Germany in 1939, escorted into church as a POW. Can they rekindle their romance amid the overwhelming objections of almost everyone in town–including her father?
This is a self-help book to inspire and uplift those who cannot detach from some traumatic event in their lives. Lotus will encourage readers to forgive themselves and others, to love themselves unconditionally, and to express their passion.
Discover uncanny places and irresistible passions in the latest Gothic romance box set from Harlequin E The Headmaster by Tiffany Reisz At the remote Marshall School, Gwen Ashby stumbles upon the job—and the man—of her dreams. Stern, enigmatic Edwin Yorke simmers with a heat Gwen longs to unleash. But Edwin knows all too well that forbidden love can end in tragedy…. Darkness Unchained by Jane Godman Torn body and soul between mesmerizing nobleman Uther Jago and his brooding brother Nicco, headstrong Annie van der Merwe flees homeward. Only in sultry South Africa can she conquer an inner darkness borne in blood and bone that threatens to destroy them all. Forget Me Not by Barbara J. Hancock Maddy Clark refuses to leave the macabre town of Scarlet Falls after her sister is mysteriously killed. While searching for the truth, she becomes enthralled by handsome sheriff William Constantine—a man held hostage by a jealous ghost. Queen of Stone by Jen Christie Uprooted by the Depression, Zara Pendleton heads south. She's seduced by the steamy wilderness and by Navarre, magnetic leader of a reclusive cult. Theirs is a destiny shot through with feverish desire—and mortal danger. The Harlequin E Shivers Box Set Volume 4 is available at a value price for a limited time only! Individual titles will replace the box set on January 5, 2015.
Harlequin® Blaze brings you four new redhot reads for one great price, available now! This Harlequin® Blaze bundle includes: COWBOY UNWRAPPED (Thunder Mountain Brotherhood) by Vicki Lewis Thompson Jake Ramsey knows singer Amethyst Ferguson wants to play in the big leagues. He won’t discourage her, but this Christmas maybe he can show her just what she’ll be missing if she moves away! ONE HOT DECEMBER (Men at Work) by Tiffany Reisz Veronica "Flash" Redding hates that she’s in love with her boss, Ian Asher, but that doesn’t stop her from seducing him. And together, in the bedroom, they are creating the hottest December on record! RESCUE ME (Uniformly Hot!) by Kira Sinclair Kentucky "Tucker" Blackburn works hard to make her bar a success. But when military K-9 handler Finn McAllister convinces her to pose as his girlfriend, she finds out sometimes you have to play hard, too! A CHRISTMAS SEDUCTION by Daire St. Denis Journalist Jolie Duval goes to Montana looking for a real Christmas. What she finds is Thaddeus Knight, a man with a troubled past who may be the love of her life…or the subject of the biggest story of her career.
Lake Powell Tales-an engaging and entertaining collection of personal stories that span the decades about exploring and enjoying America's most scenic lake, in the heart of Glen Canyon National Recreation Area. Boaters and hikers far and wide will relate to these adventures and discoveries. Share with the authors the serenity of a calm summer day. Come along on epic outings. Visit remote and amazing places. Learn of new possibilities for your next vacation. Dive down to see one of the world's largest natural bridges. Discover ancient ruins. Mingle with the wildlife. Survive a flood. Fish for lunkers. Hunt for that "perfect" boat. All this and more, as you read along and find out why Lake Powell is such an amazing place. Set amidst the sandstone in the heart of the Colorado Plateau, Lake Powell and the surrounding area contain endless adventure opportunities. Three million visitors per year all have one thing in common-their love for Lake Powell. So come with the authors, as they take you there. Experience Lake Powell, and enjoy your trip.
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