Python data mining and machine learning in action

Core Insight：Cross-Domain Data Collaboration: Unlocking Chip PotentialEliminating the "efficiency gap" caused by knowledge silos is the starting point for industry potential. Data doesn't lie; Data Science provides the solution: Through innovation and cross-domain restructuring, we visualize results to become the critical accelerator for boosting efficiency.GenAI Reshaping the Future of SemiconductorsFacing the immense challenge of the slowing pace of Moore's Law, the semiconductor industry urgently requires new breakthroughs. This book is specifically designed to solve the "Efficiency Black Hole" that consumes tens of billions of dollars annually in the industry.The Empowering DTCO Innovation with AI and Machine Learning offers readers a practical DTCO.ML Framework, demonstrating how to leverage Machine Learning (ML) and Generative AI (GenAI) technologies to inject new acceleration into chip manufacturing processes. Learn to master process variability and optimize chip energy efficien

The strongest Avenger teams up with two up-and-coming heroes on an internet-breaking adventure Can they pull the plug on evil? First, Captain Marvel joins Gwen Stacy, aka Ghost-Spider, on a web-based adventure Things get APP-rehenzive when a new craze--ClikClok--sweeps the city, and the Mad Thinker and the Awesome Android plan to use it for their own nefarious scheme Then, just as Carol is recovering from one mission, she starts another--without even knowing it When technical difficulties bring her face to face with her digital doppelg nger, she'll need some help from the Unbeatable Squirrel Girl to save the day Collects Marvel Action: Captain Marvel Vol. Two, issues #1-5, from writer Sam Maggs (The Unstoppable Wasp, My Little Pony/Transformers) and artists Sweeney Boo (Eat, and Love Yourself) and new talent Isabel Escalante

Learning to spell really can be fun, especially when you have an amazing Spelling Machine, a 2-book series for preschoolers ages 4-6 to learn spelling and start to read. Within each scene there are five objects to find and learn to spell. Flip out your magical spelling machine contained inside the book, dial in the letters of each word and lift the flap to check your answer!※無音檔英文學習遊戲書有了spelling machine的神奇轉盤，拼單字，也可以變得超級有趣！全新包裝，內容再升級知名親子叢書作家廖彩杏推薦：“ Spelling Machine：Make Spelling Fun！”是一本寓教於樂的遊戲書，讓孩子從小小的拼字遊戲，得到樂趣。本套書以「度假」為主題，分6大場景，共收錄30個常用英文單字。在不同場景，小朋友要先動手動眼，找一找不同物件在哪裡？並學會認識這些物件的英文，學會認字後，用前方的轉盤練習拼字。剛開始認字、學習自然發音的小讀者，都能從遊戲中開心學習！ 【玩法說明】1.第一步，先把紅圈順時針轉到「start」處。2.假設今天要讓孩子熟悉crab的拼法，就先大聲念出crab，讓孩子聽聽看，這個單字，是由哪些字母所組成的。3.現在要拼出crab，就把第一個字母c，順時針轉到start處。4.再把第二個字母r，撥到start處，接下來的字母以此類推。5.最後.恭喜，完成了！請孩子打開翻頁機關確認答案，看到「crab」了嗎？ 是不是好像變魔術一樣，好神奇呢？拼字，也可以這麼有趣！

本書作為數據挖掘的入門讀物，基於真實的數據集進行案例實戰，使用Python數據科學庫，從數據預處理開始一步步介紹數據建模和數據挖掘的過程。主要介紹了數據挖掘的基礎知識、基本工具和實踐方法，通過循序漸進地講解算法，帶領讀者輕鬆踏上數據挖掘之旅。本書採用理論與實踐相結合的方式，呈現了如何使用邏輯回歸進行環境數據檢測，如何使用HMM進行中文分詞，如何利用卷積神經網絡識別雷達剖面圖，如何使用循環神經網絡構建聊天機器人，如何使用樸素貝葉斯算法進行破產預測，如何使用DCGAN網絡進行人臉生成等。本書也涉及神經網絡、在線學習、強化學習、深度學習和大數據處理等內容。本書以人工智能主流編程語言Python 3版本作為數據分析與挖掘實戰的應用工具，從Pyhton的基礎語法開始，陸續介紹了NumPy數值計算、Pandas數據處理、Matplotlib數據可視化、爬蟲和Sklearn數據挖掘等內容。全書共涵蓋16個常用的數據挖掘算法和機器學習實戰項目。通過學習本書內容，讀者可以掌握數據分析與挖掘的理論知識及實戰技能。

Elon Musk, Stephen Hawking and Bill Gates, have proclaimed Artificial Intelligence as a possible threat in the future unless humans learn to use it wisely. Could this be true? Is it possible for us to

"Going to school and learning takes energy. Playing a sport or an instrument requires energy, too. Talking with friends, brushing your teeth, putting on your pajamas, all take energy! But what is ener

Introduces the concept of graphing and presents examples of different kinds of graphs and how they be used to organize information and show data visually.

His past is criminal. His future’s classified. A gripping and action-packed spy adventure, for fans of and Alex Rider and Young Bond. ​​Son of a notorious crime boss, 15-year-old Zac Thorne broke the sacred rule: never snitch. Now his family wants him dead, his identity is wiped clean, and he's buried deep in protective custody. That's until Python, a top-secret government agency, gives him a way out. ​Zac is not wild about working for the law, but it could be his only route home. When his first op goes spectacularly sideways, Zac and his fellow agents find themselves battling to survive in a mobster-infested death trap. Zac must confront the truth – about his enemies, his allies, and himself – if any of them are to see out the night.

Brand new adventures for Barry Loser in this new series of full colour graphic novels – perfect for fans of DogMan, Bunny vs Monkey and Kitty Quest‘RIDONKULOUSLY FUNNY, EVERY KID SHOULD GET THEIR HOOTER INTO THIS TOTAL WINNER OF A GRAPHIC NOVEL’– Jenny Pearson, bestselling author of The Super Miraculous Journey of Freddie YatesCelebrating Barry Loser’s 10th birthday with a new series of graphic novel adventures!The bestselling, award-winning Barry Loser series is ten years old and Barry, Bunky, Nancy and the gang are off on a series of new adventures – in full colour graphic novel format and with ‘how to draw’ sections to help you make your own comic books!Three amazekeel stories, including one where Barry’s dad turns into a vending machine, and all Barry has to do is ‘press his buttons’ to get exactly what he wants, and another where hearing the most boring story in the world has a disastrous effect of Barry’s mind and body…Jim Smith’s books have sold 840k copies in the English langua

Meg finally finds the answers she’s been searching for in the thrilling and action-packed conclusion to the Second Order trilogy, set in steampunk Victorian London.Meg has come a long way from her day

A brilliantly funny and wildly quirky series from the creator of Astrosaurs. Professor McMoo is a very clever cow - so clever, in fact, that he has managed to build himself a time machine from discard

McMoo built himself a time machine from discarded farming machinery. He and his two cow friends are agents of the CIA - Cows in Action! The CIA have been sent back to 1860s America where a ter-moo-nat

During the last decade, we have seen an explosive growth in our capabilities to both generate and collect data. Advances in data collection, widespread use of bar codes for most commercial products,

Get stickering in a galaxy far, far away with this official Star Wars™: The Mandalorian™ sticker book, filled with fun facts about the series, more than 1,000 stickers, and loads of Grogu action!This complete collection contains stickers of all of your favourite characters from Star Wars: The Mandalorian, including Grogu, Din Djarin, and Bo-Katan Kryze. Learn more about incredible vehicles such as the Mandalorian’s N-1 starfighter, and fascinating locations like the terrifying mines of Mandalore. Fans can even create their own amazing sticker scenes!Discover gorgeous stickers and engaging facts about the hit Star Wars series:*Over 1,000 stickers: Keep young Star Wars fans busy for hours with a wealth of stickers featuring characters, creatures, vehicles and more from Star Wars: The Mandalorian*Officially licensed Star Wars sticker book: Created in close collaboration with Lucasfilm and featuring fan-favourite characters*The perfect Star Wars gift for kids: Children learning to read wil

It’s a bird! It’s a plane! It’s a . . . pancake? Our favorite syrupy superhero returns in a new graphic novel to face Breakfast Town’s new supervillain and take down her terrible mind control machine . . . before it takes over the entire town!When we last saw our hero, Peggy Pancake, she was learning to be more responsible by babysitting five mini muffins and rescuing Breakfast Town from a Mini Mega Laser of Doom disaster. Now, stranger things are happening . . . and Peggy is so busy trying to prevent Breakfast Town from becoming complete toast, she keeps missing important plans with her brother, Patrick! To try and mend their relationship, Peggy and Patrick’s parents sign them up to perform together at the school talent show. Little do they know the Bacon Bullies will be in the audience, and Peggy’s singing voice has been, well, more scrambled than it used to be.As Peggy and her friends investigate the mysterious events around town, they find a familiar enemy working from a lair under

Learning how to read should be a walk in the dog park! Follow four curious canines on letter-replacement adventures in this phonics-based early reader series starter from Theodor Seuss Geisel Medalist Ethan Long.Meet the Letter Setters! When their BONE is GONE, these dynamic dogs—Patrick (an Irish Setter), R.W. (a Red and White Setter), Victoria (an English Setter), and Gordy (a Gordon Setter)—sound the GONG and spring into action to retrieve their tasty treat.In this engaging new early reader series from acclaimed author-illustrator Ethan Long, each story starts out with a four letter word. On the next page, one swapped letter makes a new word—and a new canine caper for little ones learning how to read! As this fresh and fun device propels the pups into silly, slapstick sequences, phonics help readers to discover new words, study how words relate to each other, and observe how text and pictures support one another.Geisel Medalist Ethan Long’s expressive artwork shines in these energet

Alice Éclair, Spy Extraordinaire will whisk you away on a fabulous adventure, full of daring action and delicious cakes!Baker by day, spy by night - Alice Éclair leads an exciting double life!At France's Olympics training camp, a brilliant young cyclist needs help. Her father has disappeared - along with the machine he invented that creates unbreakable codes. Alice goes to work undercover in the athletes' butter-free kitchen, desperate to crack the case.Armed with a light sponge mix and an airy disregard for danger, can Alice serve up a solution before it's too late?A Sprinkling of Danger is Alice's fourth adventure and can be read as a stand-alone novel, or enjoyed as part of the Alice Éclair, Spy Extraordinaire series. Look out for Alice's other missions - A Recipe for Trouble, A Spoonful of Spying and A Sprinkling of Danger!Perfect for fans of Robin Stevens' Murder Most Unladylike series and M.G. Leonard and Sam Sedgman's Adventures on Trains series.

The newest graphic novel in the #1 bestselling series by Dav Pilkey, the author and illustrator of Dog Man!The Cat Kid Comic Club is in crisis! After learning that one of their comics will be published, the baby frogs are filled with anxiety and doubt. How will they get their creative groove back? Will Naomi or Melvin emerge as a leader? Will Flippy convince them to finally straighten up and fly right?The story is hysterical, thought-provoking, and full of action-packed mini-comics: "Frogzilla vs. Mechafrogzilla," "I Am Dr. Fredric Wertham," "Two Birds," and "RoboChubbs." Bestselling author-illustrator Dav Pilkey shows the reader that the best way to influence people is to be open, gentle, and kind. The variety of art styles, paired with Pilkey's trademark storytelling and humor, inspires imagination and innovation for readers of all ages.For more hilarity and heart, dive into the newest graphic novel in the Dog Man series: Dog Man: Twenty Thousand Fleas Under the Sea. And don't forget

WHOOOOSH! We're off on an exciting adventure in our hot-air balloon to say hello to all the different kinds of weather that make up our world. Join in with the rhymes and get ready to meet everything from whooshing wind to bright rainbows and shimmering sunshine. Little ones will be swept away on an unforgettable journey in this striking, action-packed picture book.This bold, bright follow-up to the acclaimed picture books Meet the Planets and Meet the Oceans is packed with gorgeous illustrations of everything from rainy rainforests to snowy mountains and stormy seas. Combining STEM learning with a rhyming twist, it's perfect for all little meteorologists!

Racing Ace #1-3 (共3本)Drive It! Fix It!: An Acorn Book (Racing Ace #1)Build It! Jump It!: An Acorn Book (Racing Ace #2)Ride It! Patch It!: An Acorn Book (Racing Ace #3)Ace enters a mountain bike race in this fast-paced, STEM-themed early reader!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Ace polishes up her mountain bike and prepares for the big bike race! She oils the chain and tests the brakes. Then the race begins! But Ace's bike chain comes off the sprocket and then she needs to patch a tire! Will she be able to fix her bike and find her way to the finish line?With Larry Dane Brimner's simple text and Kaylani Juanita's full-color artwork on every page, this fast-paced, action-packed bo

Anew title in The QuestKids children's series thatwas launched by In Easy Steps in 2018, designed to make learning fun forchildren.Coding with Python- Create Amazing Graphics introducescoding in Python through a variety of projects. Each one teaches new codingconcepts and results in some amazing graphics.Discover how to mix colours, make patterns, draw 2D and 3Dshapes.Learn how to use loops, variables, random numbers, andfunctions in Python. Packed with challenges, tips, and extensions to keep allbudding coders engaged and eager to keep learning and creating!To create the games in this book, children will need a desktopcomputer or a laptop. The games require a proper keyboard so will not work wellon a tablet or iPad. It is recommended that children should be supervised whenusing the internet, especially when using a new website. Thisis the UK English edition.

Talin從小就被教導要忠誠就是唯一信仰，但在不得已的情況下，他被迫背叛自己的同伴而加入暴政的陣營，他是否能扭轉現況而重現過去的自由呢？Explosive action and swoon-worthy suspense collide in this riveting conclusion to the Skyhunter duet from #1 New York Times–bestselling author Marie LuAs a Striker, Talin was taught loyalty is life. Loyalty to the Shield who watches your back, to the Strikers who risk their lives on the battlefield, and most of all, to Mara, which was once the last nation free from the Karensa Federation’s tyranny.But Mara has fallen. And its destruction has unleashed Talin’s worst nightmare.With her friends scattered by combat and her mother held captive by the Premier, Talin is forced to betray her fellow Strikers and her adopted homeland. She has no choice but to become the Federation’s most deadly war machine as their newest Skyhunter.Red is no stranger to the cruelty of the Federation or the torture within its Skyhunter labs, but he knows this isn’t the end for Mara – or Talin. The link between them may be weak, but it could be Ta

本書從一個生活化的小插曲展開：小女孩 Tiana 追著跑向回收車的狗狗 Bubbles，也意外踏上一趟認識回收世界的旅程。跟著她走進資源回收場，孩子將看見紙張、塑膠、金屬與玻璃如何被分類、壓縮，再變成全新的物品。故事以輕快節奏串起清楚的知識說明，讓「回收之後發生了什麼事」不再抽象。適合親子共讀與課堂延伸，讓環保行動從日常開始。After their dog Bubbles chases after the recycling truck, Tiana and her family set off on a search to the Materials Recovery Facility, learning about recycling along the way. Exploring the MRF on their adventure, they see how papers, plastics, metals, and glass are collected, sorted, and baled, and then sent to be made into new products. Based on facts about the process of recycling in industrial countries, this book will help children understand the importance of recycling to save natural resources, as well as how they can take action in their own communities.

Twins Ike and Iris Carter race from D.C. to Paris to New York on the trail of one of America's most iconic treasures, before it disappears like smoke. The second book in a breathtaking and hilarious middle grade action-adventure series. Fresh off saving the French Four--a quartet of American treasures--and their mom's museum, Carter twins Ike and Iris are back in Washington, D.C. when they're summoned to the National Archives by the FBI Art Crimes Team because the Statue of Liberty is missing. Well, not the statue. But pieces of the flame packed away in 1916 have somehow vanished. The Smithsonian has organized an elaborate, high-profile event around the artifacts in six days -- with the presidents of both the U.S. and France set to attend --and the flame's absence will be a national embarrassment. The National Archive Hunters jump into action, learning everything they can about Lady Liberty's construction, including that Gustave Eiffel helped original sculptor Frederic Bartholdi by des

這是一本介紹如何應用大數據和機器學習技術來解決投資問題並提高投資績效的專著。近年來，機器學習和數據科學在投資中發揮著越來越大的作用。從本質上講，機器學習模型在挖掘數據背後的非線性關係上要強于傳統模型。借助機器學習和大數據，投資經理能夠做出以往傳統模型無法實現的預測，進而做出明智的決策。然而，在投資中，並不是所有的數據集和機器學習技術都對金融應用有用，也不是所有的機器學習技術都可以“即插即用”。《大數據、機器學習與量化投資》這本書由資深量化分析專家托尼‧吉達主編，彙集了多位業內頗具影響力的專家學者的前沿分享，闡釋如何應用大數據和機器學習技術來解決投資問題並提高投資績效。這本書共有13章，理論嚴謹，案例豐富，內容涵蓋機器學習在投資管理中的應用現狀和前景、另類數據和大數據在宏觀交易中的應用、處理大數據集的難點和解決方案、挖掘社交媒體數據集分析企業文化、使用自然語言處理技術進行投資者情緒分析、基於支持向量回歸的全球戰術性資產配置策略、強化學習和深度學習在投資組合優化中的應用等主題，可以作為量化投資從業者、金融算法研究人員、高等院校計算機專業和金融工程專業的師生以及機器學習愛好者的參考用書。

國內外最具代表性案例，9大專題實戰、15個分類實例 Google Colab、Microsoft Azure兩大雲端應用，人臉辨識、自然語言、文字識別、語音轉換、分析預測、物件自動標示、影像辦識真正實練，從資料收集整理、模型訓練調整，檢測修正到產出全面解秘！ 資料科學(Data Science)技術崛起後，人工智慧(Artificial Intelligence)、機器學習(Machine Learning)與深度學習(Deep Learning)儼然成為電腦科學最熱門的話題。其實，人工智慧的應用早已出現在我們生活周遭，如即時車牌影像辨識，以及智慧型手機中的臉部指紋辨識解鎖、影像轉文字翻譯、智慧語音助理…等。 在人工智慧領域中最重要也最適合作為入門的程式語言非Python莫屬。本書就以TensorFlow、Keras為基底，運用Python進行實作，深入人工智慧技術，掌握機器學習與深度學習的真正強大應用。 程式人、工程師挑戰人工智慧最佳學習地圖由類神經網路基礎到AI應用實戰訓練、模型、預測、辨識、分析與驗證全面深入機器學習與深度學習技術核心 ■打造專屬Python、TensorFlow與Keras最強開發環境。 ■圖解簡化複雜難懂的類神經網路觀念，涵蓋多層感知器(MLP)、卷積神經網路(CNN)與循環神經網路(RNN)。 ■整合最夯的人工智慧雲端開發平台：Google Colab，應用雲端提供的充沛資源，全面提升運算效能。 ■加碼最新的機器學習雲端應用平台：Microsoft Azure，連結功能強大、方向多元的Web API，豐富專業應用領域。 ■顛覆只重視理論或產生結果的傳統機器學習內容，實際挑戰從資料收集與準備、模型訓練與調整、檢測修正到結果產出的最完整機器學習實戰流程。 ■全面深入不同應用面向：印刷文字辨識、手寫文字辨識、遠端圖片分析、本機圖片分析、辨識圖片地標或名人、臉部辨識、人臉比對、語言識別、文字翻譯、黑白照片上色、人臉情緒偵測、圖片物件偵測、人工智慧製作縮圖、圖片場景偵測、汽車型號及年份偵測、自動標示物件、資料走勢預測… ■網羅國內外最具代表性案例：手寫文字辨識、圖片分類、即時匯率分析、文字雲與文章自動摘要、YouTube影片加上字幕、股票走勢分析、臉部辨識登入系統、擷取車牌、即時車牌影像辨識…等，進行有系統而扎實的真正演練。 ■一次領略機器學習與深

Fold, decorate & play!Learning to fold simple paper models is just the beginning in Origami Games for Kids! Children of all ages can enjoy playing 15 interactive games with their finished origami craf

The Brown Center Report on American Education provides an accurate, nonpartisan, data-driven account of American elementary and secondary education. First published in 2000,the report continues to use

The Brown Center Report on American Education provides an accurate, nonpartisan, data-driven account of American elementary and secondary education. First published in 2000, the report continues to us

Enter the high-stakes world of the 1940s and relive the thrill of a medical breakthrough alongside Alexander Fleming and his team as they discover a way to save millions of lives. This is the story of penicillin, humanity’s greatest shield against infection - and the brilliant minds who made it happen.Learn all about one of the greatest moments in the history of medicine in this exciting, fast-paced narrative, from the discovery of a ‘miracle mould’ in a messy lab to the life-and-death race against the clock of World War II.Join the team of scientists and discover:*An exciting, action-packed narrative with historical accuracy that allows readers to deep-dive into how this life-saving antibiotic was developed.*Atmospheric illustrations that give a moody graphic novel vibe, perfect for keeping kids aged 9-12 engaged.*Accessible STEM learning through light-touch diagrams and microbiology explanations that reveal how the medicine was made possible.The perfect gift for young scientists, Pro

Caldecott Medalist, National Book Award Winner, and New York Times bestselling creator Dan Santat returns to Sidekicks with a brand-new adventure in this second series installment! Suit up for high-octane action and laughs!There's trouble at the Society of Superheroes!Captain Amazing, the longtime hero of Metro City, has retired, and he's enjoying a much-needed vacation at the World's Biggest Ball of Yarn. But while he's away, there's trouble at home! A massive data breech disrupts the Society of Superheroes, and a flash drive containing sensitive information about Captain Amazing and other heroes winds up in reckless hands. Meanwhile, an unannounced visitor named Whipley arrives at the captain's house, and his pet sidekicks -- Manny, Roscoe, and Fluffy -- are skeptical of the stranger's intentions. The only sidekick excited by the visit is Shifty.Could Whipley be Shifty's loving, long-lost brother as he claims? Or is he framing the sidekicks for his own personal gain and vengeance?

DescriptionTrailblazer is a seven-level English language and literacy program that empowers and supports young learners to thrive in a multicultural world. Trailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life's big questions and to view these questions through multiple perspectives.MULTIPLE LITERACIES: Trailblazer takes a multiple literacy approach to prepare students for meaningful real-world interaction by developing five key literacies: textual literacy, visual literacy, global literacy, social literacy, and media literacy.CRITICAL THINKING: Lessons that engage students with authentic nonfiction, globally diverse fiction, and information presented through multimedia inputs prompt students to think critically and apply their language and skills to rea

DescriptionTrailblazer is a seven-level English language and literacy program that empowers and supports young learners to thrive in a multicultural world. Trailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life's big questions and to view these questions through multiple perspectives.MULTIPLE LITERACIES: Trailblazer takes a multiple literacy approach to prepare students for meaningful real-world interaction by developing five key literacies: textual literacy, visual literacy, global literacy, social literacy, and media literacy.CRITICAL THINKING: Lessons that engage students with authentic nonfiction, globally diverse fiction, and information presented through multimedia inputs prompt students to think critically and apply their language and skills to rea

DescriptionTrailblazer is a seven-level English language and literacy program that empowers and supports young learners to thrive in a multicultural world. Trailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life's big questions and to view these questions through multiple perspectives.MULTIPLE LITERACIES: Trailblazer takes a multiple literacy approach to prepare students for meaningful real-world interaction by developing five key literacies: textual literacy, visual literacy, global literacy, social literacy, and media literacy.CRITICAL THINKING: Lessons that engage students with authentic nonfiction, globally diverse fiction, and information presented through multimedia inputs prompt students to think critically and apply their language and skills to rea

DescriptionTrailblazer is a seven-level English language and literacy program that empowers and supports young learners to thrive in a multicultural world. Trailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life's big questions and to view these questions through multiple perspectives.MULTIPLE LITERACIES: Trailblazer takes a multiple literacy approach to prepare students for meaningful real-world interaction by developing five key literacies: textual literacy, visual literacy, global literacy, social literacy, and media literacy.CRITICAL THINKING: Lessons that engage students with authentic nonfiction, globally diverse fiction, and information presented through multimedia inputs prompt students to think critically and apply their language and skills to rea

DescriptionTrailblazer is a seven-level English language and literacy program that empowers and supports young learners to thrive in a multicultural world. Trailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life's big questions and to view these questions through multiple perspectives.MULTIPLE LITERACIES: Trailblazer takes a multiple literacy approach to prepare students for meaningful real-world interaction by developing five key literacies: textual literacy, visual literacy, global literacy, social literacy, and media literacy.CRITICAL THINKING: Lessons that engage students with authentic nonfiction, globally diverse fiction, and information presented through multimedia inputs prompt students to think critically and apply their language and skills to rea