Perform an Initial Data Analysis

Name: Perform an Initial Data Analysis
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Author: OpenClassrooms

Curso

Inglês

15 h

Fonte

De openclassrooms.com

CONDIÇÕES

Individualizado
Acesso livre
Certificado pago

Mais informações

4 sequências
Introductive Level

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Detalhes do curso

Programa de Estudos

Part 1 - Cleanse Your Data Set
1. Get the Most Out of This Course
2. Identify Different Types of Errors
3. Deal with Missing Attributes, Outliers, and Duplicates
4. Cleanse Your Dataset using Python
Quiz: Check Your Knowledge About Cleansing a Dataset

Part 2 - Represent the Different Types of Variables
1. Adopt the Basic Terminology Used in Statistics
2. Discover the Four Variable Types
3. Represent the Empirical Distribution of a Variable
4. Represent Variables in the Form of a Table
Quiz: Check Your Knowledge About Representing Variables

Part 3 - Perform Univariate Analyses
1. Understand the Purpose of Univariate Analysis
2. Calculate Measures of Central Tendency
3. Calculate the Value Spread in your Data
4. Calculate Measures of Shape
5. Explore Measures of Concentration
Quiz: Check your Knowledge About Performing a Univariate Analysis

Part 4 - Perform Bivariate Analyses
1. Understand the Purpose of Bivariate Analysis
2. Find Correlations in your Data
3. Analyze Correlations between Two Quantitative Variables
4. Analyze Two Quantitative Variables using Linear Regression
5. Analyze One Quantitative and One Qualitative Variable using ANOVA
6. Analyze Two Qualitative Variables using the Chi-Square Test
7. Get Some Practice Performing Bivariate Analyses

Certificate

Pré-requisito

To succeed in this course, you will need a basic knowledge of Python. If you are unfamiliar with this programming language, we highly encourage you to take the following courses: Learn Python Basics for Data Analysis and Use Python Libraries for Data Science.

Instrutores

Nicolas Rangeon
Nicolas Rangeon, Data scientist, instructor & Computer engineer (Université de Technologie de Compiègne)

Ad Prewitt
Dr. Anderson D. Prewitt (@dradprewitt) currently works as a data scientist and strategy consultant. He is the founder of Prewitt Solutions.

Editor

O OpenClassrooms (antigo Site du Zéro ou SdZ) é um sítio Web que oferece cursos de informática, ciências e empreendedorismo.

Os cursos em linha podem ser ministrados pela equipa do sítio, por professores de universidades ou Grandes Escolas parceiras ou pelos próprios membros do OpenClassrooms.

Atualmente, os cursos estão disponíveis em vários formatos: MOOC (Massive Open Online Course), texto web, e-book, livro e vídeo. A empresa emite certificações para determinados cursos, incluindo uma reconhecida pelo Estado, em parceria com a IESA Multimedia.

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