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What is Data Science? · LearnSpace
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What is Data Science?

Курс от IBM
Начальный≈ 12.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Do you want to know why data science has been labeled the sexiest profession of the 21st century? After taking this course, you will be able to answer this question, understand what data science is and what data scientists do, and learn about career paths in the field. The art of uncovering insights and trends in data has been around since ancient times. The ancient Egyptians used census data to increase efficiency in tax collection and accurately predicted the Nile River's flooding every year. Since then, people have continued to use data to derive insights and predict outcomes. Recently, they have carved out a unique and distinct field for the work they do. This field is data science. In today's world, we use Data Science to find patterns in data and make meaningful, data-driven conclusions and predictions. This course is for everyone and teaches concepts like how data scientists use machine learning and deep learning and how companies apply data science in business. You will meet several data scientists, who will share their insights and experiences in data science. By taking this introductory course, you will begin your journey into this thriving field.

Навыки, которые вы освоите

Data ScienceBig DataCloud ComputingData AnalysisDigital TransformationMachine LearningDeep LearningData StorageData LiteracyData MiningData-Driven Decision-Making

Программа курса

4 модулей · 109 учебных материалов

01Defining Data Science and What Data Scientists Do29 материалов

Welcome to the Course

Course IntroductionВидеоA Quick Note for the Best Learning ExperienceЧтениеCourse SyllabusЧтениеProfessional Certificate Career SupportЧтение

Учитесь у экспертов

Rav Ahuja

CCO & Global Program Director

Alex Aklson

Ph.D., Data Scientist

What is Data Science?
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 12.4 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Ория, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Малайский, Венгерский, Польский

Часть программы вашего университета
Helpful Tips for Course CompletionЧтение

Defining Data Science

Lesson Overview: Defining Data ScienceЧтениеWhat is Data Science?ВидеоFundamentals of Data ScienceВидеоThe Many Paths to Data ScienceВидеоData Science: The Sexiest Job in the 21st CenturyЧтениеPractice Quiz: Data Science: The Sexiest Job in the 21st CenturyЗаданиеDiscovering Your Path in Data ScienceDIALOGUEAdvice for New Data ScientistsВидеоLesson Summary: Defining Data ScienceВидеоPractice Quiz: Defining Data ScienceЗаданиеGlossary: Defining Data ScienceЧтениеGraded Quiz: Defining Data Science Задание

What Do Data Scientists Do?

Lesson Overview: What Do Data Scientists Do?ЧтениеA Day in the Life of a Data ScientistВидеоData Science Skills & Big DataВидеоUnderstanding Different Types of File FormatsВидеоData Science Topics and AlgorithmsВидеоWhat Makes Someone a Data Scientist?ЧтениеLesson Summary: What Do Data Scientists Do?ВидеоWhat Does It Really Take to Be a Data Scientist?DIALOGUEPractice Quiz: What makes Someone a Data Scientist? ЗаданиеGlossary: What do Data Scientists Do?ЧтениеGraded Quiz: What Data Scientists DoЗаданиеSummary: What Do Data Scientists Do?Чтение
02Data Science Topics27 материалов

Big Data and Data Mining

Lesson Overview: Big Data and Data MiningЧтениеHow Big Data is Driving Digital TransformationВидеоIntroduction to CloudВидеоCloud for Data ScienceВидеоFoundations of Big DataВидеоData Science and Big DataВидеоWhat is Hadoop?ВидеоBig Data Processing Tools: Hadoop, HDFS, Hive, and SparkВидеоData MiningЧтениеPractice Quiz: Data MiningЗаданиеLesson Summary: Big Data and Data MiningВидеоPractice Quiz: Big Data and Data MiningЗаданиеGlossary: Big Data and Data MiningЧтениеGraded Quiz: Big Data and Data MiningЗадание

Deep Learning and Machine Learning

Lesson Overview: Deep Learning and Machine LearningЧтениеArtificial Intelligence and Data ScienceВидеоGenerative AI and Data ScienceВидеоNeural Networks and Deep LearningВидеоApplications of Machine LearningВидеоRegressionЧтение
03Applications and Careers in Data Science32 материалов

Data Science Application Domains

Lesson Overview: Data Science Application DomainsЧтениеHow Should Companies Get Started in Data Science?ВидеоOld Problems, New Data Science SolutionsВидеоApplications of Data ScienceВидеоHow Data Science is saving livesВидеоThe Final DeliverableЧтениеPractice Quiz: The Final DeliverableЗаданиеLesson Summary: Data Science Applications DomainВидеоPractice Quiz: Data Science Application DomainsЗаданиеGlossary: Data Science Application DomainsЧтениеGraded Quiz: Data Science Application DomainsЗадание

Careers and Recruiting in Data Science

Lesson Overview: Careers and Recruiting in Data ScienceЧтениеHow Can Someone Become a Data Scientist?ВидеоRecruiting for Data ScienceВидеоCareers in Data ScienceВидеоImportance of Mathematics and Statistics for Data ScienceВидеоThe Report StructureЧтение

Final Assignment

A Roadmap to your Data Science JourneyЧтениеCase Study: Final AssignmentЧтениеQuiz Based on Case StudyЗаданиеExplore Data Science Job ListingsЧтение

Final Exam

Final ExamЗадание

Course Wrap Up

Course SummaryЧтениеCongrats & Next StepsЧтениеCourse Team and AcknowledgementsЧтение

Digital Badge

IBM Digital BadgeЧтение
04Data literacy for Data Science (Optional)21 материалов

Understanding Data

Lesson Overview: Understanding DataЧтениеUnderstanding Data ВидеоData SourcesВидеоViewpoints: Working with Varied Data Sources and TypesВидеоReading: MetadataЧтениеPractice Quiz: MetadataЗаданиеLesson Summary: Understanding DataВидеоGlossary: Understanding DataЧтениеPractice Quiz - Understanding DataЗадание

Data Literacy

Lesson Overview: Data LiteracyЧтениеData Collection and OrganizationВидеоRelational Database Management SystemВидеоNoSQLВидеоData Marts, Data Lakes, ETL, and Data PipelinesВидеоViewpoints: Considerations for Choice of Data RepositoryВидео
Practice Quiz: Regression Задание
Lab: Exploring Data using IBM Cloud GalleryЧтение
Lesson Summary: Deep Learning and Machine LearningВидео
Practice Quiz: Deep Learning and Machine LearningЗадание
Glossary: Deep Learning and Machine LearningЧтение
Graded Quiz: Deep Learning and Machine LearningЗадание
Summary: Deep Learning and Machine LearningЧтение
Practice Quiz: The Report Structure Задание
Lesson Summary: Careers and Recruiting in Data ScienceВидео
Practice Quiz: Careers and Recruiting in Data ScienceЗадание
Glossary: Careers and Recruiting in Data ScienceЧтение
Graded Quiz: Careers and Recruiting in Data ScienceЗадание
Summary: Careers and Recruiting in Data ScienceЧтение
Data Integration PlatformsВидео
Practice Quiz: Data integration PlatformsЗадание
Lesson Summary: Welcome to Data LiteracyВидео
Practice Quiz: Data LiteracyЗадание
Glossary: Data Literacy for Data ScienceЧтение
Summary: Data Literacy for Data ScienceЧтение