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Data Analysis · LearnSpace
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Data Analysis

Курс от S.P. Jain Institute of Management and Research
Начальный≈ 13.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the exciting world of data analysis and unlock its power in today's dynamic business landscape. This course offers a comprehensive guide to mastering data analysis, transforming it into more than just a valuable skill. Gain essential knowledge and tools to convert data into actionable insights, drive informed decisions, and fuel business growth. This course is designed for a wide range of individuals, including business professional data analysts, students or simply a curious learner eager to dive into data. This course will give you data-driven decision-making tools to gain a competitive edge. It will enable leveraging advanced technologies and practical tools like MS Excel, and its application to real-world case studies. Upon completing this course, you will: --Develop proficiency in applying Quantitative Analysis methods in business contexts. --Recognize the significance of accurate data for credible results. --Identify the salient aspects of an undertaking managerial assessment context. In addition, you can get a head start on PGDM Online, an AICTE-approved master’s level program. This MOOC stacks into the PGDM Online program, an AICTE-approved master’s level program offered by SP Jain Institute of Management Research (SPJIMR), India. It's a premium online program catering to the needs of working professionals in India and the rest of the world. Join us to unlock the full potential of data analysis and drive your success in the business-oriented world.

Навыки, которые вы освоите

Statistical Hypothesis TestingProbability & StatisticsDescriptive StatisticsStatistical MethodsRegression AnalysisStatisticsSampling (Statistics)Statistical AnalysisData-Driven Decision-MakingAnalysisQuantitative ResearchBusiness AnalyticsData AnalysisData LiteracyDescriptive AnalyticsAnalytical SkillsAnalyticsData Analysis SoftwareBusiness ResearchBusiness Mathematics

Программа курса

6 модулей · 87 учебных материалов

01Business Statistics: Descriptive Statistics and Probability27 материалов

Course Orientation

Meet Your Faculty - Dr. Debmallya ChatterjeeВидеоWelcome to the CourseВидеоFaculty Introduction and Course Overview Чтение Honor CodeЧтение

Учитесь у экспертов

Prof. Debmallya Chatterjee

Dr. Debmallya Chatterjee, PhD, MTech, MSc (Mathematics), MSc (IT)

Data Analysis
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Обучение на Coursera

≈ 13.5 ч

6 модулей

Язык: Английский

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

Часть программы вашего университета
Data in Business: Interpretation, Patterns, and UncertaintyDIALOGUE
Get a head start to PGDM online Чтение

Descriptive Statistics

Data Types and ScalesВидеоData and Types of DataЧтениеData VisualisationВидеоData Visualisation and SummarisationЧтениеPractice Data - for the Data Visualisation ЧтениеQuiz - Data Types and Data VisualisationЗаданиеDescriptive Statistics - conceptsВидеоExample: Application of Pivot TableВидеоDescriptive StatisticsЧтениеApplication of Data for Descriptive StatisticsВидеоPractice Data : for Application of Data for Descriptive StatisticsЧтениеQuiz - Descriptive Statistics Задание

Probability

Introduction to ProbabilityВидеоIntroduction to ProbabilityЧтениеMarginal Joint and Conditional ProbabilitiesВидеоApplication of Conditional ProbabilityВидеоBayes TheoremВидеоConditional Probability and Bayes TheoremЧтениеSolved example -Baye's TheoremЧтениеQuiz - Fundamentals of ProbabilityЗаданиеModule End Quiz - Descriptive Statistics & ProbabilityЗадание
02Business Statistics: Probability distributions and Sampling13 материалов

Probability Distributions

Random VariablesВидеоRandom VariablesЧтениеDiscrete ProbabilityВидеоDiscrete ProbabilityЧтениеContinuous ProbabilityВидеоContinuous Random VariablesЧтениеApplication of Binomial DistributionВидеоApplication of Normal DistributionВидеоQuiz - Probability DistributionsЗадание

Sampling

SamplingВидеоSampling DistributionВидеоSampling and Sampling DistributionЧтениеQuiz - SamplingЗадание
03Business Statistics : Sampling Distribution, Estimation and Hypothesis Testing13 материалов

Sampling Distribution and Estimation

Estimation of Population MeanВидеоEstimation of Population Mean for Finite PopulationВидеоApplication of Sample Size DeterminationВидеоExample: Application of Confidence IntervalВидеоEstimation of Population MeanЧтениеQuiz - EstimationЗадание

Hypothesis Testing

Hypothesis TestingВидеоTesting of Two Population MeansВидеоType 1 and Type 2 ErrorsВидеоHypothesis TestingЧтениеPractice Data - Hypothesis TestingЧтениеQuiz - Hypothesis TestingЗаданиеGraded Assessment 1: Descriptive Statistics, Probability, Sampling and Hypothesis Testing
04 Analysis of Variance (ANOVA)12 материалов

ANOVA - Introduction

Introduction to ANOVAВидеоOne Way ANOVA - conceptsВидеоExample: Application of One Way ANOVA ВидеоAnalysis of Variance ЧтениеPractice Data One Way ANOVA (4 plants)ЧтениеQuiz - ANOVAЗадание

ANOVA - Randomised Design

Two Way ANOVA - conceptsВидеоExample: Two Way ANOVA (GMAT)ВидеоExample: Two Way ANOVA with Replication (Salary)ВидеоTwo Way ANOVAЧтениеPractice Data - Two Way ANOVA (5 suppliers)ЧтениеQuiz - Two Way ANOVAЗадание
05Regression Analysis14 материалов

Regression - Introduction & Equation

Introduction to Bivariate Relation, Correlation and Linear RegressionВидеоSimple Linear RegressionЧтениеPractice Data - Simple Linear RegressionЧтениеQuiz - Regression - Introduction & EquationЗадание

Regression - Interpretation & Residual Analysis

Multiple Linear RegressionВидеоRegression: Dummy VariableВидеоMultiple Linear RegressionЧтениеPractice Data - Multiple Linear Regression ReadingЧтениеApplication of Regression AnalysisВидеоExample: Coding of Dummy Variables for MLRВидеоMultiple Linear Regression: Checking Co-relationВидеоMultiple Linear Regression: Running the ModelВидеоPractice Data for Application of Regression AnalysisЧтениеQuiz - Regression - Interpretation & Residual AnalysisЗадание
06Chi-square distribution and Goodness of Fit 8 материалов

Chi-Square Distribution

Introduction to Chi-square ВидеоPractice Data- Chi-squareЧтение

Goodness of Fit

Goodness of Fit TestВидеоChi-square Test of Independence and Goodness of FitЧтениеPractice Data - Chi-Square_GOFЧтениеQuiz - Chi-Square ЗаданиеGraded Assessment-2 : ANOVA, Regression and Chi SquareЗадание

Final Assessment

Graded Assessment : Data Analysis Course Assessment Задание
Задание