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Introduction to Data Analytics · LearnSpace
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Introduction to Data Analytics

Курс от IBM
Начальный≈ 11.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Ready to start a career in Data Analysis but don’t know where to begin? This course presents you with a gentle introduction to Data Analysis, the role of a Data Analyst, and the tools used in this job. You will learn about the skills and responsibilities of a data analyst and hear from several data experts sharing their tips & advice to start a career. This course will help you to differentiate between the roles of Data Analysts, Data Scientists, and Data Engineers. You will familiarize yourself with the data ecosystem, alongside Databases, Data Warehouses, Data Marts, Data Lakes and Data Pipelines. Continue this exciting journey and discover Big Data platforms such as Hadoop, Hive, and Spark. By the end of this course you’ll be able to understand the fundamentals of the data analysis process including gathering, cleaning, analyzing and sharing data and communicating your insights with the use of visualizations and dashboard tools. This all comes together in the final project where it will test your knowledge of the course material, and provide a real-world scenario of data analysis tasks. This course does not require any prior data analysis, spreadsheet, or computer science experience.

Навыки, которые вы освоите

Data WranglingData AnalysisData MiningData MartData StorytellingData WarehousingBig DataAnalytical SkillsData PresentationMicrosoft ExcelAnalysisInteractive Data VisualizationDashboardData Storage TechnologiesExtract, Transform, LoadData ScienceAnalyticsDescriptive AnalyticsData VisualizationData Literacy

Программа курса

5 модулей · 81 учебных материалов

01What is Data Analytics19 материалов

Modern Data Ecosystem and the Role of Data Analytics

Course IntroductionВидеоA Quick Note for the Best Learning ExperienceЧтениеModern Data Ecosystem ВидеоKey Players in the Data EcosystemВидео

Учитесь у экспертов

IBM Skills Network Team

Преподаватель курса

Introduction to Data Analytics
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Обучение на Coursera

≈ 11.9 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Defining Data Analysis Видео
Viewpoints: What is Data Analytics?Видео
Summary and HighlightsЧтение
Practice Quiz: Modern Data Ecosystem and the Role of Data AnalyticsЗадание
Graded Quiz: Modern Data Ecosystem and the Role of Data AnalyticsЗадание
Copy of Data Analytics vs. Data AnalysisЧтение
Exploring the Modern Data EcosystemDIALOGUE

The Data Analyst Role

Responsibilities of a Data Analyst ВидеоViewpoints: Qualities and Skills to be a Data AnalystВидеоGenerative AI: An essential Skill for today's Data AnalystsЧтение A Day in the Life of a Data Analyst ВидеоViewpoints: Applications of Data AnalyticsВидеоPractice Quiz: The Data Analyst RoleЗаданиеSummary and HighlightsЧтениеGraded Quiz: The Data Analyst RoleЗадание
02The Data Ecosystem18 материалов

The Data Ecosystem and Languages for Data Professionals

Overview of the Data Analyst Ecosystem ВидеоTypes of Data ВидеоUnderstanding Different Types of File FormatsВидеоSources of DataВидеоLanguages for Data Professionals ВидеоSummary and HighlightsЧтениеPractice Quiz: The Data Ecosystem and Languages for Data Professionals ЗаданиеGraded Quiz: The Data Ecosystem and Languages for Data ProfessionalsЗадание

Understanding Data Repositories and Big Data Platforms

Overview of Data RepositoriesВидеоRDBMSВидеоNoSQLВидеоData Marts, Data Lakes, ETL, and Data PipelinesВидеоReal-world applications of data warehouses, marts, and lakesЧтениеFoundations of Big DataВидео
03Gathering and Wrangling Data13 материалов

Gathering Data

Identifying Data for AnalysisВидеоData SourcesВидеоHow to Gather and Import Data ВидеоSummary and HighlightsЧтениеPractice Quiz: Gathering DataЗаданиеGraded Quiz: Gathering Data Задание

Wrangling Data

What is Data Wrangling?ВидеоTools for Data WranglingВидеоData Cleaning ВидеоViewpoints: Data Preparation and ReliabilityВидеоSummary and HighlightsЧтениеPractice Quiz: Wrangling DataЗаданиеGraded Quiz: Wrangling Data Задание
04Mining & Visualizing Data and Communicating Results14 материалов

Analyzing and Mining Data

Overview of Statistical AnalysisВидеоWhat is Data Mining?ВидеоTools for Data MiningВидеоSummary and HighlightsЧтениеPractice Quiz: Analyzing and Mining Data ЗаданиеGraded Quiz: Analyzing and Mining Data Задание

Communicating Data Analysis Findings

Overview of Communicating and Sharing Data Analysis FindingsВидеоViewpoints: Storytelling in Data AnalysisВидеоIntroduction to Data VisualizationВидеоIntroduction to Visualization and Dashboarding SoftwareВидеоViewpoints: Visualization ToolsВидеоSummary and HighlightsЧтениеPractice Quiz: Communicating Data Analysis FindingsЗаданиеGraded Quiz: Communicating Data Analysis FindingsЗадание
05Career Opportunities and Data Analysis in Action17 материалов

Opportunities and Learning Paths

Career Opportunities in Data AnalysisВидеоViewpoints: Get into Data ProfessionВидеоViewpoints: What do Employers look for in a Data Analyst?ВидеоThe Many Paths to Data AnalysisВидеоViewpoints: Career Options for Data ProfessionalsВидеоViewpoints: Advice for aspiring Data AnalystsВидеоViewpoints: Women in Data ProfessionsВидеоGenerative AI for Data Analytics ВидеоSummary and HighlightsЧтениеPractice Quiz: Opportunities and Learning PathsЗаданиеGraded Quiz: Opportunities and Learning PathsЗадание

Final Assignment: Data Analysis in Action

Final Project Submission Guidelines and DeliverablesЧтениеUsing Data Analysis for Detecting Credit Card FraudЧтениеOption 1: AI Graded - Final Project: Submission and EvaluationВнешний инструментOption 2: AI Graded - Final Project: Submission and EvaluationЗадание

Course Wrap-Up

Congratulations and Next StepsЧтениеCourse Credits and AcknowledgementsЧтение
Big Data Processing ToolsВидео
Summary and Highlights Чтение
Practice Quiz: Understanding Data Repositories and Big Data PlatformsЗадание
Graded Quiz: Understanding Data Repositories and Big Data PlatformsЗадание