Python machine learning

Counseling Today uses relatable, real scenarios and helpful learning aids to introduce current research, controversial topics, and authentic counseling stories. It encourages you to become a reflective practitioner, thinking about how your own personality, beliefs, values, and experiences influence how you look at the world as you consider your own development as a future professional. The 3rd Edition offers a new layout and organization, new Ethical Alerts, features to support the 2024 CACREP Professional Orientation and Ethical Practice Standards, and much more.

Ideal for both students and practicing PAs, Ballweg's Physician Associate: A Guide to Clinical Practice, 8th Edition, helps you master all the core competencies needed for physician associate (formerly physician assistant) certification, recertification, and clinical practice. This fully revised text is highly visual and practical, featuring a succinct, bulleted writing style, convenient tables, practical case studies, and real-world questions that enable you to master key concepts and clinical applications. It remains the only textbook that covers all aspects of the physician associate profession, the PA curriculum, and the PA's role in clinical practice.Defines the physician associate role, serves as a key resource throughout the PA education program and beyond, and is uniquely designed to be used across the spectrum of lifelong learning-now fully updated and reorganized to reflect the changing role and profession of physician associatesAddresses all six physician assistant competenc

《人工智能應用與實踐》以“通識引領、實踐驅動、本土融入、應用導向”為核心，全面系統地介紹人工智能的基本概念、發展歷程、核心原理(機器學習、計算機視覺、自然語言處理、智能決策、大語言模型)及典型應用場景。教材特別強調動手實踐，呈現豐富的Python編程練習和項目案例，幫助學生快速提升AI工具應用能力。教材結合貴州特色進行內容編排，將大數據產業、智慧旅遊、智慧農業等本土案例融入知識講解與實訓項目，激發學生的學習興趣，服務地方發展。同時，特設人工智能的倫理邊界、社會責任與未來趨勢等專題，引導學生建立負責任的技術觀，規劃AI時代的多元職業發展路徑。本書是高職學生贏在智能時代、掌握實用AI技能的理想築基讀物。

本書根據《高等職業教育專科專業教學標準(2025年)》中的計算機類專業教學標準，結合Linux技術領域的極端發展編寫而成。全書以Ubuntu20.04.6為例，系統介紹了Linux操作系統的核心知識與關鍵技術：首先介紹Linux操作系統安裝與基礎操作、文件與用戶管理、Shell腳本編程、網絡配置與管理等系統運維技能，進而深入講解了在Linux環境下使用C語言進行程序開發、進程和線程編程以及網絡編程的方法，最後拓展至Python進程和線程編程以及MySQL數據庫操作，形成從系統管理到應用開發的完整知識體系。本書最大特色在於採用“系統管理—底層開發—高級應用”三階段遞進式架構，創新性地將Shell、C、Python三種編程語言在Linux平臺上的應用有機整合。通過12個源自真實工作場景的項目，幫助讀者在掌握系統管理技能的同時，建立起多語言協同開發的工程視野，理解不同技術棧在Linux生態系統中的定位與關聯。本書適合作為高等職業院校計算機類相關專業的教材，也可作為從事Linux操作系統管理和應用開發的初、中級工程技術人員的參考書。

這本教科書的原作者為諾獎得主Thomas J. Sargent，本教材由竇錢斌、孫美露、胡靈翻譯，該書是對經濟網絡的介紹，面向經濟學和應用數學領域的學生和研究人員。教科書強調定量建模，主要的基礎工具是圖論、線性代數、不動點理論和編程。大多數數學工具都涵蓋了第一原理，其中兩個主要技術成果：Neumann 級數引理和 Perron-Frobenius 定理：起著核心作用。本書適合一學期的課程，既可以教授給熟悉線性代數的高年級本科生，也可以教授給剛入門的研究生。例如，雖然我們定義了特徵值，但學生應該已經知道特徵值和特徵向量是什麼，因此“特徵向量中心性”之類的概念或諾依曼級數引理之類的結果很容易被理解。本書也適合數學專業的學生，希望瞭解經濟學和網絡之間聯繫的工程、計算機科學和其他相關領域。 本書包含 Python 和 Julia 代碼的混合體。大多數是在 Python 中運行，因為這些庫在撰寫本文時更加穩定(儘管 Julia 也有強大的圖形操作和優化庫)。數字代碼可從作者處獲得。在每章的末尾我們提供了注釋，其中包含非正式的評論和參考。

《自動駕駛核心技術 : 環境感知、路徑規劃和實時地圖導航》深入講解了自動駕駛核心開發技術(環境感知、路徑規劃和實時地圖導航)的核心知識。《自動駕駛核心技術 : 環境感知、路徑規劃和實時地圖導航》內容全面且通俗易懂，共分10章，主要包括自動駕駛概述、激光雷達傳感器感知、智能導航、路徑規劃與決策、車輛和行人行為預測、基於紅外傳感器的環境感知、基於超聲波傳感器的環境感知、基於SLAM的定位與地圖構建算法、構建實時地圖以及基於深度學習的實時地圖導航系統。本書適用於已經掌握了Python語言基礎語法知識並具有一定開發經驗，想進一步學習智能駕駛、智能製造、無人機、機器人開發的讀者，還可以作為高等院校相關專業的教學用書和培訓機構的專業教材。

《自動駕駛路徑規劃和行為決策技術與實踐》詳細講解了基於Python語言實現自動駕駛路徑規劃與行為決策算法的知識，並通過具體實例展示了這些算法的使用方法。本書共分為10章，依次講解了自動駕駛與路徑導航、自動駕駛中的靜態路徑規劃、自動駕駛中的啟發式路徑規劃、自動駕駛中的全域路徑規劃、自動駕駛中的全域路徑精筒計算、自動駕駛中的動態環境路徑重規劃、自動駕駛中的無地圖環境路徑探索、自動駕駛中基於概率採樣的路徑規劃、自動駕駛中的路線優先級遍歷、自動駕駛中的行為決策技術等知識。同時，本書詳細講解了各種經典路徑規劃與決策算法的背景、原理、實現步驟及實際應用，並通過豐富的案例分析和綜合實戰項目，給出了詳細的編程實現和優化技巧。《自動駕駛路徑規劃和行為決策技術與實踐》適用於有一定Python基礎的讀者，以及想進一步學習自動駕駛、路徑規劃的讀者，也可以作為大專院校相關專業的師生用書和培訓機構的專業教材。

本書是為風險經理認證定制開發的培訓教材，系統介紹了風險評估與量化的核心方法、工具及其在企業風險管理中的實際應用。從定性評估到定量分析，涵蓋風險矩陣、蒙特卡洛模擬、風險價值(VaR)等關鍵技術，並結合Excel、Python等工具的操作指南，幫助讀者掌握風險建模與數據分析技能。書中通過豐富的企業案例，如投資風險評估、供應鏈管理、運營決策支持等，展現風險量化在提升決策質量與優化資源配置中的重要作用。無論是企業管理者、風險從業者，還是研究人員，都能從本書中獲得實用的理論知識與實踐指導，助力構建科學的風險管理體系，應對複雜多變的內外部挑戰。

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

本書共分為5部分。第1～3章主要介紹MicroPython以及Python語言基礎;第4～5章重點針對ESP32與MicroPython的實踐性操作;第6～7章重點闡述MicroPython在物聯網的應用;第8章展現如何修改MicroPython源碼與添加自定義庫的方法;第9章為一個智能農業的項目實踐。本書是再版書,相比舊版,對部分內容進行了更新。本書對智能物聯網時代面臨的挑戰,以及MicroPython的基礎知識做了清晰的闡述,有助於讀者整理思路,瞭解需求,並更有針對性、有選擇

Ballet Practice and History is a complete, inclusive resource on ballet training and history for the beginning teen-adult reader. Unique in its balanced discussion of technique and history, this book guides readers through an accessible methodology of training while also presenting ballet's historical development through a culturally inclusive lens. Part One presents a progression of study guiding the reader through a series of eight scaffolded lessons, including terminology, descriptions, learning guides and lessons. Methods of learning ballet are presented in a healthy and anatomically sound approach for diverse audiences. Each chapter has a dedicated ballet class to reinforce terminology and concepts, available as a video lesson for readers to follow. Part Two presents a global survey of ballet's historical development expanding on the traditional European context to include histories in Mexico, Cuba, South America, South Africa and East-Asia. It also discusses cultural issues assoc

《運動控制器使用教程及案例》以運動控制及機器視覺理論為基礎，帶領讀者深入瞭解運動控制技術在當今各行業的應用開發及開發環境的多樣性，瞭解正運動控制器的軟/硬件特點，掌握多種運動控制系統的應用開發。本書提供了不同類型的開發案例，以提高讀者的開發能力。本書主要介紹運動控制各功能在不同領域、不同開發環境下的綜合應用。內容包括運動控制基礎理論，RTSys 運動控制之 UVW 平臺應用，PC 上位機運動控制之 LabVIEW 綜合應用、MATLAB 數控加工應用、Python+Qt 綜合應用；此外還包含結合機器視覺、不同模型機械手的運動控制行業綜合系統，涵蓋了使用 C#開發的視覺點膠系統、視覺激光焊接系統、SCARA 機械手視覺定位貼合系統、Delta 機械手視覺分揀系統。