2019大數據課程
As we do each year, Class Central has tallied the best courses of the previous year, based on thousands of learner reviews. (Here are the rankings from 2015, 2016, 2017, and 2018.)
與我們每年一樣，根據數千名學習者的評論， Class Central取得了上一年最好的課程。 (以下是2015年 ， 2016年 ， 2017年和2018年的排名。)
The methodology is simple. I made a list of all the courses that were offered for the first time in 2019, and then ranked the courses by the Bayesian average of their ratings.
方法很簡單。 我列出了2019年首次提供的所有課程的清單，然后按貝葉斯平均評分對其進行排名。
More than 2,400 courses were offered for the first time in 2019. Class Central received 20,000+ reviews in 2019 alone. Overall, Class Central learners have written more than 70,000+ reviews, and based on this data, we also publish a best online courses of all time.
2019年首次提供了2,400多門課程。僅在2019年，Class Central就收到20,000多個評論。 總體而言，Class Central學習者已經撰寫了超過70,000篇評論，并且基于此數據，我們還發布了有史以來最佳的在線課程 。
The courses below are the thirty most highly ranked on Class Central, based on the Bayesian average of the thousands of reviews that came in during the year for courses released in 2019.
根據2019年發布的課程的年內成千上萬條評論的貝葉斯平均數，以下課程是Class Central上排名最高的三十門課程。
5個重點 (5 Highlights)
- Surprisingly, the top two courses in the list are not from the major MOOC platforms, but independent stand-alone courses. 令人驚訝的是，列表中排名前兩名的課程不是來自主要的MOOC平臺，而是獨立的獨立課程。
Understanding Multiple Sclerosis from the University of Tasmania is the #1 course of 2019. It’s produced by the same team behind the extremely popular and highly rated, Understanding Dementia. It’s followed by a course in Italian, by the University of Urbino: Umano Digitale or Digital Human. It’s taught by Alessandro Bogliolo, who previously also had a course that made it into our 2016 rankings.
塔斯馬尼亞大學的理解多發性硬化癥是2019年的第一門課程。它由同一支團隊共同制作，背后是廣受歡迎且獲得高度評價的理解型癡呆癥 。 隨后是烏爾比諾大學的意大利語課程： Umano Digitale或Digital Human。 該課程由Alessandro Bogliolo教授，他之前還開設了一門課程，使其躋身我們的2016年排名。
With 4 courses, the University of Leeds tops the list, followed by Princeton University, Galileo University, HKUST and the British Council with two courses each. Organizations like World Bank and British Council are among MOOC makers in the ranking.
利茲大學擁有4門課程，位居榜首，其次是普林斯頓大學 ， 伽利略大學 ，香港科技 大學和英國文化協會 ，每門課程共兩門。 在排名中， 世界銀行和英國文化協會等組織都屬于MOOC制造商。
Although most MOOCs exist in Computer Science and Business and Management, courses from humanities and social sciences were well represented in the 2019 ranking, among them: Academic Writing, Supporting Victims of Domestic Violence and Gender and Sexuality: Applications in Society.
盡管大多數MOOC都存在于計算機科學與商業與管理領域，但人文和社會科學課程在2019年的排名中得到了很好的體現，其中包括： 學術寫作 ， 家庭暴力的支持受害者以及性別與性行為：在社會中的應用 。
And finally, India’s official MOOC platform Swayam makes its first appearance in our rankings with six courses.
最后，印度的官方MOOC平臺Swayam開設了六門課程，首次進入我們的排名。
2019最佳在線課程 (Best Online Courses of 2019)
Understanding Multiple Sclerosis (MS)University of Tasmania
了解 塔斯馬尼亞大學的 多發性硬化癥(MS)
This course aims to improve understanding and awareness of Multiple Sclerosis (MS). Members of the public will increase their knowledge of MS-related issues and those in the MS Community will be empowered to create and contribute to personalised MS management plans.★★★★★ (246 ratings)
本課程旨在增進對多發性硬化癥(MS)的理解和認識。 公眾將提高他們對MS相關問題的了解，MS社區中的人們將有權創建并做出個性化的MS管理計劃。★★★★★( 246評分 )
Umano DigitaleUniversity of Urbino
Umano Digitale 烏爾比諾大學
Digitale è uno degli aggettivi più usati di questo inizio di secolo. Non è un neologismo, ma ha assunto un significato che evoca le tecnologie informatiche, il progresso e l’innovazione.★★★★★ (45 ratings)
Digitaleèuno degli aggettivipiùusati di questo inizio di secolo。 不可更新的信息，可以在信息技術上取得重大進展，可以在新技術上進步。★★★★★( 45評分 )
Understanding IELTS: ReadingBritish Council via FutureLearnFind out what you need to know about the IELTS Reading test and learn techniques and strategies to improve your test performance.★★★★★ (54 ratings)
了解雅思考試： 通過FutureLearn 閱讀 英國文化協會 ，了解有關雅思考試的知識，并學習提高考試成績的技巧和策略。★★★★★( 54個評分 )
Differential Equations for EngineersThe Hong Kong University of Science and Technology via Coursera
工程師微分方程 香港科技大學Coursera
This course is about differential equations and covers material that all engineers should know. Both basic theory and applications are taught.★★★★★ (36 ratings)
本課程是關于微分方程的，涵蓋了所有工程師都應該知道的材料。 教授基礎理論和應用知識。★★★★★( 36個評分 )
Teaching English: How to Plan a Great LessonBritish Council via FutureLearnDevelop your English language teaching skills and learn how to plan and deliver effective English lessons with this online course.★★★★★ (146 ratings)
教授英語：如何 通過FutureLearn 計劃 英國文化協會的精彩課程通過本在線課程，發展英語教學技能，并學習如何計劃和提供有效的英語課程。★★★★★( 146個評分 )
Improving Your Study TechniquesUniversity of Groningen via FutureLearnImprove your study skills and get better results by learning to use the ‘three-step study model’.★★★★★ (26 ratings)
改善你的學習技巧 格羅寧根大學通過FutureLearn提高你的學習技能和學習使用“三步學習模式”取得更好的成績。★★★★★( 26個等級 )
The Art of Structural Engineering: VaultsPrinceton University via edX
結構工程的藝術： 普林斯頓大學( Vaults Princeton University)通過edX
Learn about the design of classic and contemporary vaults and discover how structural engineering is a creative discipline and art form.★★★★★ (18 ratings)
了解古典和現代金庫的設計，并了解結構工程是一種創造性的學科和藝術形式。★★★★★( 18個評分 )
The Future of Work: Preparing for DisruptionThe World Bank via edXOnly MOOC to explore the 2019 World Development Report (WDR) and workforce of the future. Learn how A.I., automation, advanced technologies and new businesses are changing the world.★★★★★ (241 ratings)
工作的未來：為擾亂做準備 世界銀行通過edX Only MOOC來探索2019年世界發展報告(WDR)和未來的勞動力。 了解人工智能，自動化，先進技術和新業務如何改變世界。★★★★★( 241個評分 )
Nutrition, Exercise and SportsWageningen University via edX
營養，運動和體育 瓦赫寧根大學(通過edX)
Learn about Nutrition, Exercise and Sports and understand how nutrition can support exercise and sports performance★★★★★ (97 ratings)
了解營養，運動和體育知識，并了解營養如何支持運動和運動表現★★★★★( 97評分 )
Mathematical EconomicsDoon University, Dehradun via Swayam
德拉敦(Dehradon)的Soonam 數學經濟學 Doon大學
After completing this course, you will have learnt: # How to build models by expressing words in symbols, numbers and equations # New techniques to solve complex problems # To measure the effect of change and discover techniques to improve your decision-making process★★★★★ (75 ratings)
完成本課程后，您將學習：＃如何通過在符號，數字和方程式中表達單詞來構建模型＃解決復雜問題的新技術＃衡量變化的影響并發現可改善決策過程的技術★★ ★★★( 75個評分 )
Supporting Victims of Domestic ViolenceThe University of Sheffield via FutureLearnLearn to recognise the signs of domestic violence and support domestic violence survivors as a health or social care worker.★★★★★ (25 ratings)
支持家庭暴力 的 受害者 謝菲爾德大學通過FutureLearn學習認識到家庭暴力的跡象，并以醫療保健或社會護理工作者的身份支持家庭暴力幸存者。★★★★★( 25評分 )
Academic WritingUGC via Swayam
通過Swayam 撰寫 教科書
This course aims to fill this gap by providing the fundamental knowledge required for effective and result oriented academic writing. It is a foundation course and the application of this knowledge completely depends on an individual learner and his or her area of research.★★★★★ (226 ratings)
本課程旨在通過提供有效和注重結果的學術寫作所需的基礎知識來填補這一空白。 這是一門基礎課程，這些知識的應用完全取決于單個學習者及其研究領域。★★★★★( 226個評分 )
Unlocking Information Security: Part ⅠTel Aviv University via edX
解鎖信息安全： 通過edX的特拉維夫大學 第一部分
Learn how systems are hacked and defended.★★★★★ (18 ratings)
了解系統是如何被黑客入侵和防御的。★★★★★( 18評分 )
Early Childhood Care and Education (ECCE)UGC via SwayamThe course is targeted for people who intend to start a new preschool/playschool/day-care, or upgrade an existing preschool, or to take up a career as a teacher in preschool, or to improve admission counseling skills or to be trained on the various elements of ECCE.★★★★★ (33 ratings)
通過Swayam進行的幼兒保育和教育(ECCE) UGC該課程面向計劃開設新的學前班/游戲學校/日托，或升級現有學前班，或從事學前班教師的人，或提高入學咨詢技能或接受ECCE各個方面的培訓。★★★★★( 33個評分 )
Digital MarketingUGC via Swayam
通過Swayam進行 數字營銷 UGC
A course on Digital Marketing has been designed which aims to build the conceptual foundation of digital marketing and to develop the students’ skills to plan, implement and monitor digital marketing campaigns in a globalized environment. The target audience of this course is primarily students pursuing MBA and other management-related courses.★★★★★ (117 ratings)
設計了數字營銷課程，旨在建立數字營銷的概念基礎，并培養學生在全球化環境中計劃，實施和監控數字營銷活動的技能。 本課程的目標讀者主要是攻讀MBA和其他管理相關課程的學生。★★★★★( 117個評分 )
Constitutional InterpretationPrinceton University via edX
通過edX進行 憲法解釋的 普林斯頓大學
Examine the most important and vexing questions in American constitutional interpretation.★★★★★ (16 ratings)
檢查美國憲法解釋中最重要和最棘手的問題。★★★★★( 16個評分 )
Transport Systems: Global Issues and Future InnovationsUniversity of Leeds via FutureLearnDiscover how the transport sector can develop infrastructures that meet the needs of a 21st century population.★★★★★ (24 ratings)
運輸系統：全球問題與未來創新 利茲大學通過FutureLearn了解運輸部門如何開發滿足21世紀人口需求的基礎設施。★★★★★( 24個評分 )
Applications of Quantum MechanicsMassachusetts Institute of Technology via edXThis course focuses on essential techniques needed for practical applications and research in Quantum Mechanics. We introduce a variety of approximation methods to understand systems that have no analytic solutions.★★★★★ (14 ratings)
麻省理工學院通過edX 進行的量子力學應用本課程著重于量子力學實際應用和研究所需的基本技術。 我們引入了多種近似方法來理解沒有解析解的系統。★★★★★( 14個評分 )
Sheep in the Land of Fire and IceUniversity of Iceland via edX
通過edX在冰島 火與冰 大學的 羊
What do sheep, volcanoes and glaciers have in common? Take this course to see how human land uses, like sheep grazing, over just a few centuries can be an equally strong driving force of landscapes as volcanoes and glaciers over millennia.★★★★★ (13 ratings)
綿羊，火山和冰川有什么共同點？ 學習本課程，以了解人類的土地利用方式，例如放牧綿羊，在短短幾個世紀中，與千年來的火山和冰川一樣，是景觀的強大推動力。★★★★★( 13個評分 )
Gender and Sexuality: Applications in SocietyThe University of British Columbia via edX
性別與性：社會中 的 應用 不列顛哥倫比亞大學通過edX
Gender & Sexuality shape work, life and play. Equip yourself with the knowledge and skills to engage with key issues through key concepts and perspectives.★★★★★ (48 ratings)
性別與性塑造工作，生活和娛樂。 通過關鍵概念和觀點來掌握與關鍵問題打交道的知識和技能。★★★★★( 48個評分 )
Happier Employees and Return-On-Investment CourseThe University of Texas at Austin via edX
更快樂的員工和投資回報課程 德克薩斯大學奧斯汀分校通過edX
Happiness at work matters. For example, the happiest 20% of people earn 32% more than the least happy 20%!In this course, you’ll learn about things you can do to enhance both your own happiness and the happiness of your coworkers.★★★★★ (15 ratings)
工作中的幸福很重要。 例如，最幸福的20％的人比最不幸福的20％的人多賺32％！在本課程中，您將了解可以做的事情，可以增進自己和同事的幸福。★★★★ ★( 15個評分 )
Atmospheric Chemistry: Planets and Life Beyond EarthUniversity of Leeds via FutureLearnLearn about the atmospheric chemistry of planets and celestial bodies and explore the possibility of finding life beyond Earth.★★★★★ (17 ratings)
大氣化學：地球和生命超越地球 利茲大學通過FutureLearn了解行星和天體的大氣化學，探索在地球以外尋找生命的可能性。★★★★★( 17個評分 )
The IB Extended Essay: Managing your Research ProjectUniversity of Leeds via FutureLearnGet expert guidance on writing your IB Diploma Programme extended essay with this course designed for IB students and teachers.★★★★★ (34 ratings)
IB擴展論文： 通過FutureLearn 管理您的研究項目 利茲大學通過本課程針對IB學生和老師設計，獲得有關編寫IB文憑課程擴展論文的專家指導。★★★★★( 34評分 )
Análisis estadístico con ExcelGalileo University via edX
通過edX與 Excel Galileo大學建立聯系
Este curso en línea entrega al estudiante los conocimientos fundamentales de estadística para el análisis de datos, tanto a nivel personal como empresarial★★★★★ (53 ratings)
達索斯州的基本法則，★★★★★( 53個評分 )
Agile Leadership PrinciplesUniversity System of Maryland via edXAccelerate and improve team decisions by learning Agile’s facilitating leadership principles to unleash team productivity, motivation, and problem solving.★★★★★ (146 ratings)
敏捷領導力原則 ，馬里蘭州大學系統(edX)通過edX來學習和學習敏捷性的領導力原則，以釋放團隊生產力，動力和解決問題的能力，從而加速并改善團隊決策。★★★★★( 146評分 )
Email marketing: dise?o y gestión de campa?asGalileo University via edX
電子郵件營銷： 通過edX在伽利略大學的 Dise?oygestióndeCampa?as
?Sabías que crear secuencias automatizadas de email marketing puede incrementar tu porcentaje de conversión en un 50%? Aprende a crear campa?as de email marketing exitosas que incrementen tus ventas y generen relaciones a largo plazo con tu audiencia.★★★★★ (24 ratings)
電子郵件營銷營銷的自動化程度提高了50％？ 電子郵件營銷的普遍支持者，可以替代largo plazo con tu audiencia。★★★★★( 24評分 )
Ecology and Wildlife ConservationUniversity of Leeds via FutureLearnDiscover ecology and how we can protect wildlife and conserve the natural world.★★★★★ (17 ratings)
利茲大學 生態與野生動物保護 大學，通過FutureLearn了解生態以及我們如何保護野生動物和保護自然世界。★★★★★( 17個評分 )
ANIMATIONsBanaras Hindu University via Swayam
動畫 Banaras印度大學通過Swayam
In this course we explore animation across a variety of platforms including film, television, advertising, web, motion capture and game design. This course will provide the opportunity for students to develop their transferable employability and professional skills through project-based assessment for Media & Entertainment industry.★★★★☆ (61 ratings)
在本課程中，我們將跨各種平臺探索動畫，包括電影，電視，廣告，網絡，動作捕捉和游戲設計。 本課程將為學生提供機會，通過對媒體與娛樂業進行基于項目的評估來發展他們的可轉讓就業能力和專業技能。★★★★☆( 61評分 )
Python for Data ScienceIndian Institute of Technology Madras via Swayam
Python for Data Science Indian Institute of Technology Madras via Swayam
The course aims at equipping participants to be able to use python programming for solving data science problems.★★★★☆ (36 ratings)
該課程旨在使參與者能夠使用python編程來解決數據科學問題。★★★★☆( 36個評分 )
Python and Statistics for Financial AnalysisThe Hong Kong University of Science and Technology via Coursera
Python和統計學用于財務分析 香港科技大學(Coursera)
Due to python’s simplicity and high readability, it is gaining its importance in the financial industry. The course combines both python coding and statistical concepts and applies into analyzing financial data, such as stock data.★★★★☆ (64 ratings)
由于python的簡單性和高可讀性，它在金融行業中正變得越來越重要。 該課程結合了python編碼和統計概念，并適用于分析財務數據，例如股票數據。★★★★☆( 64評分 )
翻譯自: https://www.freecodecamp.org/news/best-online-courses-of-2019/
2019大數據課程
