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Analyse Exploratoire des Données (AED) dans R

Dans ce cours d'une heure, basé sur un projet, vous apprendrez comment faire des analyses de données exploratoires de base (EDA) dans R, automatiser vos rapports EDA et apprendre quelques astuces et techniques avancées d'EDA.

Remarque : ce cours fonctionne le mieux pour les étudiants basés en Amérique du Nord. Nous nous efforçons actuellement d'apporter la même expérience dans d'autres régions.

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What's inside

Syllabus

Vue d'Ensemble

À la fin de ce projet, vous saurez comment faire des analyses de données exploratoires de base (EDA) dans R, automatiser vos rapports EDA et apprendre quelques astuces et techniques avancées d'EDA.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Une introduction complète aux analyses de données exploratoires (EDA) dans R, vous aidant à manipuler des données efficacement

Automatisez vos rapports EDA pour gagner du temps et améliorer l'efficacité de vos analyses de données

Apprenez des trucs et des techniques avancés d'EDA pour approfondir vos analyses et extraire des informations plus approfondies

Idéal pour les débutants en EDA qui cherchent à acquérir une base solide dans ce domaine essentiel

Convient aux professionnels de la data qui souhaitent améliorer leurs compétences en EDA et suivre les meilleures pratiques de l'industrie

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Analyse Exploratoire des Données (AED) dans R with these activities:

Review R basics

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R programming skills are needed for most of the assignments in the course. Reviewing the basics will greatly improve assignment completion rates.

Browse courses on R

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Review R syntax
Review data structures in R
Review R functions

Find a R programming mentor

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Mentorship can greatly accelerate learning.

Browse courses on R

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Identify the desired skills you want your mentor to have.
Research potential mentors.
Reach out to potential mentors.

Watch R programming tutorials

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Supplemental instruction will greatly benefit learning outcomes.

Browse courses on R

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Find R programming tutorials online
Watch the tutorials
Take notes

Five other activities

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Complete R exercises

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Assignments will become progressively harder as the course goes on. Completing practice exercises will greatly improve the ability to complete assignments and improve grades.

Browse courses on R

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Find R exercises online
Complete the exercises
Check your answers

Join a R programming study group

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Collaborative learning has been shown to improve retention and understanding for most learners.

Browse courses on R

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Find a R programming study group
Attend study group meetings
Participate in discussions

Create a data visualization using R

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The ability to visualize data is critical to data analysis.

Browse courses on R

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Choose a dataset
Clean the data
Create the visualization

Start a R programming project

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Completing a project will give students a sense of accomplishment in addition to building valuable skills.

Browse courses on R

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Choose a project idea
Gather the necessary resources
Start working on the project

Participate in a R programming competition

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Competitions are a great way to test your skills and learn from others.

Browse courses on R

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Find a R programming competition
Register for the competition
Prepare for the competition

Career center

Learners who complete Analyse Exploratoire des Données (AED) dans R will develop knowledge and skills that may be useful to these careers:

Data Scientist

A Data Scientist is someone who uses data to solve business problems. This course will help you develop the skills you need to become a successful Data Scientist, including data mining, machine learning, and artificial intelligence. Additionally, this course will teach you how to use R, a popular programming language for data science.

See salaries and explore the career path for Data Scientist

Business Analyst

A Business Analyst is someone who uses data to make better business decisions. This course will help you develop the skills you need to become a successful Business Analyst, including data analysis, data visualization, and business intelligence. Additionally, this course will teach you how to use R, a popular programming language for business analytics.

See salaries and explore the career path for Business Analyst

Operations Research Analyst

An Operations Research Analyst is someone who uses data to improve the efficiency and effectiveness of organizations. This course will help you develop the skills you need to become a successful Operations Research Analyst, including data analysis, optimization, and simulation modeling. Additionally, this course will teach you how to use R, a popular programming language for operations research.

See salaries and explore the career path for Operations Research Analyst

Statistician

A Statistician is someone who collects, analyzes, and interprets data. This course will help you develop the skills you need to become a successful Statistician, including data collection, data analysis, and statistical modeling. Additionally, this course will teach you how to use R, a popular programming language for statistics.

See salaries and explore the career path for Statistician

Data Analyst

A Data Analyst is someone who works with data to identify trends, patterns, and insights. This course can help you develop the skills you need to become a successful Data Analyst, including data cleaning, data visualization, and statistical analysis. Additionally, this course will teach you how to use R, a popular programming language for data analysis.

See salaries and explore the career path for Data Analyst

Financial Analyst

A Financial Analyst is someone who analyzes financial data to make investment recommendations. This course will help you develop the skills you need to become a successful Financial Analyst, including data analysis, financial modeling, and investment analysis. Additionally, this course will teach you how to use R, a popular programming language for financial analysis.

See salaries and explore the career path for Financial Analyst

Data Engineer

A Data Engineer is someone who designs, builds, and maintains data pipelines and infrastructure. This course will help you develop the skills you need to become a successful Data Engineer, including data engineering, data architecture, and cloud computing. Additionally, this course will teach you how to use R, a popular programming language for data engineering.

See salaries and explore the career path for Data Engineer

Actuary

An Actuary is someone who uses mathematics to assess risk and uncertainty. This course will help you develop the skills you need to become a successful Actuary, including data analysis, statistical modeling, and risk assessment. Additionally, this course will teach you how to use R, a popular programming language for actuarial science.

See salaries and explore the career path for Actuary

Market Researcher

A Market Researcher is someone who collects and analyzes data about customers, markets, and competition. This course will help you develop the skills you need to become a successful Market Researcher, including data collection, data analysis, and market research techniques. Additionally, this course will teach you how to use R, a popular programming language for market research.

See salaries and explore the career path for Market Researcher

Compliance Officer

A Compliance Officer is someone who ensures that an organization complies with laws and regulations. This course will help you develop the skills you need to become a successful Compliance Officer, including data analysis, regulatory compliance, and ethics. Additionally, this course will teach you how to use R, a popular programming language for compliance.

See salaries and explore the career path for Compliance Officer

Software Engineer

A Software Engineer is someone who designs, develops, and maintains software applications. This course will help you develop the skills you need to become a successful Software Engineer, including data structures, algorithms, and software development. Additionally, this course will teach you how to use R, a popular programming language for software development.

See salaries and explore the career path for Software Engineer

Risk Manager

A Risk Manager is someone who identifies, assesses, and manages risk. This course will help you develop the skills you need to become a successful Risk Manager, including data analysis, risk assessment, and risk management. Additionally, this course will teach you how to use R, a popular programming language for risk management.

See salaries and explore the career path for Risk Manager

Quantitative Analyst

A Quantitative Analyst is someone who uses mathematics and statistics to analyze financial data. This course will help you develop the skills you need to become a successful Quantitative Analyst, including data analysis, financial modeling, and risk assessment. Additionally, this course will teach you how to use R, a popular programming language for quantitative finance.

See salaries and explore the career path for Quantitative Analyst

Auditor

An Auditor is someone who examines an organization's financial records to ensure accuracy and compliance. This course may help you develop some of the skills you need to become a successful Auditor, including data analysis and financial auditing. However, this course will not teach you about accounting or auditing standards, which are essential for a successful career in auditing.

See salaries and explore the career path for Auditor

Tax Accountant

A Tax Accountant is someone who prepares and files tax returns. This course may help you develop some of the skills you need to become a successful Tax Accountant, including data analysis and tax law. However, this course will not teach you about tax accounting principles or tax preparation software, which are essential for a successful career in tax accounting.

See salaries and explore the career path for Tax Accountant

Reading list

We've selected 11 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Analyse Exploratoire des Données (AED) dans R.

R for Data Science

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Ce livre fournit une introduction complète à l'analyse exploratoire des données (EDA) avec R. Il couvre un large éventail de sujets, de la préparation des données à la visualisation des données en passant par le modélisation statistique.

Analyse Exploratoire des Données (AED) dans R

Three deals to help you save

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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