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Business Analytics

Курс от Campus BBVA
Начальный≈ 7.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Nowadays data is essential in the business environment to be gain a global view of an organization's situation and to be able to make better decisions. Against this background, Big Data is a booming sector in multiple areas that opens up different job opportunities, such as the role of Data Analyst. This course is an introduction to data analytics from a business perspective, focusing on the relevance of basing strategic decision-making on the knowledge provided by data. You will discover the phases of the lifecycle of a data-based project, as well as the importance of ensuring its quality in organizations. You will learn the basics of descriptive and inferential statistics that every data analyst should know. Finally, you will learn some strategies to share information by getting the most out of data visualizations. Our overall goal will be to create an impact on organizations through the generation of more effective dashboards and the use of storytelling from data. Will you join us?

Навыки, которые вы освоите

Data StorytellingData-Driven Decision-MakingSampling (Statistics)Statistical InferenceData QualityData AnalysisDashboardDescriptive StatisticsBig DataStatisticsStatistical Hypothesis TestingBusiness AnalyticsProbability & StatisticsDashboard CreationStatistical MethodsData PresentationProject Management Life CycleAnalyticsProbability DistributionData Visualization

Программа курса

7 модулей · 132 учебных материалов

01Introduction to Big Data18 материалов

Lesson 1: The Phenomenon of Big Data

What are you going to see in this course?ВидеоWhy is Big Data important?ВидеоThe Internet of People and the Internet of ThingsЧтениеThe 3 v's og Big DataВидео

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Campus BBVA

Преподаватель курса

Business Analytics
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Обучение на Coursera

≈ 7.2 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Венгерский

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Do you want to know more?Чтение

Lesson 2: Data and Today's Society

How Big Data systems emerge?ВидеоNature of the DataЧтениеData TypesЧтение

Lesson 3: Data-Driven Decision-Making

What should you do before start?ВидеоData TreatmentЧтениеData ProcessingЧтениеUtilization Чтение

Lesson 4: Big Data and Artificial Intelligence Today

What is Artificial Intelligence?ВидеоChallenges and applicationsВидеоCase Study: NetflixЧтениеExample: BBVAЧтениеYou still have questions?ЧтениеPonte a pruebaЗадание
02Data Analysis18 материалов

Lesson 1: The Role of a Data Analyst

What work profiles are there?ВидеоWhat should a Data Analyst know?Чтение

Lesson 2: The Data Ecosystem

What is a data ecosystem?ВидеоWhat are its benefits?ЧтениеWhat are databases?ВидеоWhat are the ACID properties?ЧтениеWhat is the SQL language?ЧтениеLet's see some examples ЧтениеWhat is Data Lake?ВидеоWhat are its features?ЧтениеUse CasesЧтение

Lesson 3: Distributed Computing

What is distributed computing?ВидеоSome Everyday Applications Чтение

Lesson 4: Data Analysis in Big Data

The importance of Big DataВидеоWhat are the problems that can be addressed?ЧтениеUse CasesЧтениеYou still have questions? ЧтениеPonte a pruebaЗадание
03Data-Driven Projects 20 материалов

Lesson 1: The Business Problem

Data-driven projectsВидеоWhat is the business problem?ВидеоHow is the business problem defined?ЧтениеWhat does the definition of business metrics consist of?ВидеоWhy use business metrics?ЧтениеDifferences between metrics and KPIsЧтениеHow do you track business metrics?Чтение

Lesson 2: Understanding the Data

What exactly does data pre-processing consist of?ВидеоWhat tasks need to be performed in data pre-processing?Чтение

Lesson 3: Understanding Data and Modeling

What is feature engineering and modeling? Чтение

Lesson 4: Evaluation

What does the interpretation of results consist of?ВидеоTwo perspectives, one goal Чтение

Lesson 5: Deployment

What does putting into production consist of?ВидеоTask and milestones of production startup ЧтениеWhat does value enhancement consist of?ВидеоProcesses and milestones of UtilizationЧтениеWhat does monitoring consist of?ВидеоLet's look at an exampleЧтение
04Data Quality 10 материалов

Lesson 1: Main Characteristics of Quality Data

Why is data quality important?ВидеоHow is data quality management carried out?ЧтениеWhat are the data quality challenges?ЧтениеWhat characteristics should quality data have?ВидеоDo you want to know more?Чтение

Lesson 2: Main Causes of Poor Data Quality

Why are the causes of low data quality?ВидеоWhat are the consequences of poor data quality?ЧтениеWhat are the characteristics to improve data quality?ВидеоYou still have questions?ЧтениеPonte a pruebaЗадание
05Introduction to Descriptive Statistics 28 материалов

Lesson 1: Statistics in Data Analysis

Why is statistics important in data analysis?ВидеоDescriptive versus inferential statistics ЧтениеVariable classificationВидеоDo you want to know more?Чтение

Lesson 2: Treatment of Qualitative Variables

Frequency tablesЧтениеContingency tablesЧтениеWhat are the trafficking representations like?ВидеоDo you want to know more?Чтение

Lesson 3: Treatment of Quantitative Variables

Frequency TablesЧтениеWhat types of measures exist?ВидеоMeasures of central tendency ЧтениеMeasures of position ЧтениеMeasures of dispersionЧтениеCorrelation coefficientsЧтениеCorrelation or causation?

Lesson 4: Data Imputation

Why is there data lost?ВидеоWhat mechanisms are behind the lost data?ЧтениеWhat can we do with the missing data?ЧтениеWhat are the outliers?ВидеоWhat types of outliers are there?ЧтениеHow are outliers identified?Чтение
06Introduction to Inferential Statistics 16 материалов

Lesson 1: Sampling

What are the statistical population and the sample?ВидеоSampling techniques ЧтениеThe sample in the era of Big DataЧтение

Lesson 2: Normal Distribution

What is the normal distribution?ВидеоLet's look at an exampleЧтениеWhy is the normal distribution important?ВидеоWhat happens when the normality hypothesis is not fulfilled?Чтение

Lesson 3: Estimation methods

What is parameter estimation?ВидеоEstimation methods ЧтениеWhat is a hypothesis test? ВидеоHow to interpret a hypothesis test? ЧтениеHow to calculate the sample size? ЧтениеP-value, the great unknownЧтение
07Creating Stories Through Data 22 материалов

Lesson 1: Using Visualization to Influence Business Decisions

Why are visualizations important?ВидеоSome limitationsЧтениеA picture is worth more than a thousand wordsЧтениеThe best way to visualize data I ЧтениеThe best way to visualize data IIЧтениеHow to get the most out of a visualization?Чтение

Lesson 2: Tips for Creating a Good Data Visualization

How to create impact and avoid pitfalls?ВидеоWhat if you don't like what the data means?ЧтениеBiases in data visualizationsЧтение

Lesson 3: Dashboards

Why are dashboards important?ВидеоDashboard functions and features ЧтениеTypes of dashboards ЧтениеHow to create an effective dashboard? ЧтениеSome tools for creating dashboardsЧтениеBenefits and precautions about dashboardsЧтение

Lesson 4: Creating Data Stories

Each person has a storyВидеоIn what contexts are data stories used?ЧтениеHow to create a story from data?ВидеоSome recommendationsЧтениеCase Study: NetflixЧтениеYou still have questions?ЧтениеPonte a prueba
You still have questions? Чтение
Ponte a prueba Задание
Видео
What can happen? Чтение
Nonlinear relationshipsЧтение
What are the graphic representations like?Видео
Do you want to know more?Чтение
Let's look at an exampleЧтение
You still have questions?Чтение
Ponte a prueba Задание
Most popular tests Чтение
You still have questions? Чтение
Ponte a prueba Задание
Задание