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Cours de science des données

Suivez de courtes vidéos animées par des instructeurs experts, puis mettez en pratique ce que vous avez appris avec des exercices interactifs dans votre navigateur.

  • Apprenez à votre rythme
  • Obtenez une expérience pratique
  • Chapitres complets de la taille d’une bouchée
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524 résultats

Foundations of Inference in R

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

ClockPlus de 3 heuresTagProbabilités et statistiquesUserJo HardinLearncours

Data Management Concepts

Master the key concepts of data management, from life cycle stages to security and governance.

Clock2-3 heuresTagGestion des donnéesUserSharon OmwegaLearncours

Linear Algebra for Data Science in R

This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

ClockPlus de 3 heuresTagProbabilités et statistiquesUserEric EagerLearncours

Machine Learning for Finance in Python

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

ClockPlus de 3 heuresTagMachine learningUserNathan GeorgeLearncours

Introduction to Portfolio Risk Management in Python

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

ClockPlus de 3 heuresTagFinance appliquéeUserDakota WixomLearncours

Deep Learning for Text with PyTorch

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

ClockPlus de 3 heuresTagIntelligence artificielleUserShubham JainLearncours

Communicating with Data in the Tidyverse

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

ClockPlus de 3 heuresTagVisualisation des donnéesUserTimo GrossenbacherLearncours

Modeling with Data in the Tidyverse

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

ClockPlus de 3 heuresTagProbabilités et statistiquesUserAlbert Y. KimLearncours

Supervised Learning in R: Regression

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

ClockPlus de 3 heuresTagMachine learningUserJohn MountLearncours

Machine Learning with PySpark

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

ClockPlus de 3 heuresTagMachine learningUserAndrew CollierLearncours

Introduction to Microsoft Fabric

To understand Fabric’s main use cases, you will explore various tools in the seven Fabric experiences.

ClockPlus de 3 heuresTagAutreUserAlex KuntzLearncours

Data Visualization in Google Sheets

Learn the fundamentals of data visualization using Google Sheets.

ClockPlus de 3 heuresTagVisualisation des donnéesUserRaina HawleyLearncours

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

ClockPlus de 3 heuresTagMachine learningUserKasey JonesLearncours

Statistical Techniques in Tableau

Take your reporting skills to the next level with Tableau’s built-in statistical functions.

ClockPlus de 3 heuresTagProbabilités et statistiquesUserMaarten Van den BroeckLearncours

ARIMA Models in Python

Learn about ARIMA models in Python and become an expert in time series analysis.

ClockPlus de 3 heuresTagMachine learningUserJames FultonLearncours

Building Chatbots in Python

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

ClockPlus de 3 heuresTagMachine learningUserAlan NicholLearncours

Intermediate R for Finance

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

ClockPlus de 3 heuresTagFinance appliquéeUserLore DirickLearncours

Bayesian Data Analysis in Python

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

ClockPlus de 3 heuresTagProbabilités et statistiquesUserMichał OleszakLearncours

Sentiment Analysis in Python

Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

ClockPlus de 3 heuresTagMachine learningUserVioleta MishevaLearncours

CI/CD for Machine Learning

Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control

ClockPlus de 3 heuresTagMachine learningUserRavi BhadauriaLearncours

AI Security and Risk Management

Learn the fundamentals of AI security to protect systems from threats, align security with business goals, and mitigate key risks.

Clock2-3 heuresTagIntelligence artificielleUserAngeline CorvagliaLearncours

Decoding Decision Modeling

Elevate decision-making skills with Decision Models, analysis methods, risk management, and optimization techniques.

Clock1-2 heuresTagDatalphabétisationUserTiago BrasilLearncours

Unsupervised Learning in R

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

ClockPlus de 3 heuresTagMachine learningUserHank RoarkLearncours

Working with Geospatial Data in Python

This course will show you how to integrate spatial data into your Python Data Science workflow.

ClockPlus de 3 heuresTagManipulation des donnéesUserJoris Van den BosscheLearncours

Quantitative Risk Management in Python

Learn about risk management, value at risk and more applied to the 2008 financial crisis using Python.

ClockPlus de 3 heuresTagFinance appliquéeUserJamsheed ShorishLearncours

Intermediate Data Visualization with Seaborn

Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

ClockPlus de 3 heuresTagVisualisation des donnéesUserChris MoffittLearncours

Improving Your Data Visualizations in Python

Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.

ClockPlus de 3 heuresTagVisualisation des donnéesUserNicholas StrayerLearncours

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