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Projets

Résoudre des problèmes du monde réel

Les projets vous permettent d'appliquer vos compétences à l'aide d'outils tels que les carnets de données et de réaliser une analyse de données du début à la fin.

  • Apprenez à coder par vous-même
  • Créez votre propre portefeuille
  • Acquérir une expérience concrète

Parcourir les projets

26 projets

projet

Predictive Modeling for Agriculture

  • IntermediateSkill Level
  • 4.2+
  • 3.9K

Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.

Programmation Python, Machine learning, Développement de logiciels

1-2 hours

projet

Clustering Antarctic Penguin Species

  • IntermediateSkill Level
  • 4.4+
  • 1.7K

Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering

Machine learning

1-2 hours

projet

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.4+
  • 1.4K

Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!

Machine learning, Probabilités et statistiques

1-2 hours

projet

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.1+
  • 1.2K

Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.

Machine learning

1-2 hours

projet

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.4+
  • 1.1K

Build a machine learning model to predict if a credit card application will get approved.

Programmation Python, Machine learning

1-2 hours

projet

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.8+
  • 593

Automate e-commerce processes with image classification.

Machine learning, Intelligence artificielle

1-2 hours

projet

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.1+
  • 561

Use PySpark to build an e-commerce forecasting model!

Machine learning

1-2 hours

projet

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 3.8+
  • 474

Join us at a leading insurance company, where well craft a model to predict customer charges and test it with new client data

Machine learning

1-2 hours

projet

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.7+
  • 465

Use regression and machine learning models to predict daily power consumption based on temporal factors.

Machine learning

1-2 hours

projet

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.4+
  • 456

Perform a machine learning experiment to find the best model that predicts the temperature in London!

Machine learning

1-2 hours

projet

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.7+
  • 435

Help the bank monitoring their fraud detection model and figuring out why its not performing as expected.

Machine learning

1-2 hours

projet

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.1+
  • 397

Explore facial recognition with ML by distinguishing Arnold Schwarzenegger from others using Python and scikit-learn.

Machine learning

1-2 hours

projet

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.5+
  • 367

Build models predicting customer churn for Indian telecom customers.

Manipulation des données, Machine learning

1-2 hours

projet

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.2+
  • 339

Solve the Taxi-v3 environment using Q-learning, ensuring efficient AI-driven transportation.

Machine learning, Intelligence artificielle

1-2 hours

projet

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.1+
  • 253

Automate e-commerce processes with image classification.

Machine learning, Intelligence artificielle

1-2 hours

projet

Assessing the Effectiveness of Medical Treatments

  • AdvancedSkill Level
  • 4.5+
  • 246

Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.

Machine learning, Probabilités et statistiques

Less than 1 hour

projet

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.0+
  • 246

Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!

Machine learning

1-2 hours

projet

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.3+
  • 225

Transcribe customer support audio calls, evaluate sentiment, search in text and identify common entities to improve customer service!

Machine learning, Manipulation des données

1-2 hours

projet

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.9+
  • 219

Use deep learning to automate the classification of service desk tickets.

Machine learning, Intelligence artificielle

1-2 hours

projet

Combating Subscriber Churn with Targeted Marketing

  • IntermediateSkill Level
  • 4.4+
  • 212

Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.

Machine learning

1-2 hours

projet

What Makes a Good Book?

  • IntermediateSkill Level
  • 3.7+
  • 190

Generate features from text and numeric variables to predict the popularity of books.

Machine learning

1-2 hours

projet

Reveal Categories Found in Data

  • IntermediateSkill Level
  • 4.0+
  • 175

Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.

Machine learning

1-2 hours

projet

Predict Future Sales of Fast-Food Menu Items

  • IntermediateSkill Level
  • 3.8+
  • 139

Help a fast food chain save money and place more accurate orders by building a model to predict food sales.

Machine learning

1-2 hours

projet

Basketball Analytics: Clustering Players by Performance Metrics

  • AdvancedSkill Level
  • 4.4+
  • 137

Cluster NBA players by performance stats in the 2022-2023 season.

Machine learning

1-2 hours

projet

Optimize Pricing Predictions with Feature Engineering

  • IntermediateSkill Level
  • 4.8+
  • 100

Improve a Car Price prediction model using Feature Engineering tools

Machine learning

1-2 hours

projet

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.7+
  • 83

Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.

Machine learning

1-2 hours

Montrant 26 de 26

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FAQ

Dois-je télécharger un logiciel pour apprendre sur DataCamp ?

Non. Vous pouvez apprendre sur Datacamp sans avoir à installer de logiciel - toutes les formations et tous les exercices peuvent être réalisés dans votre navigateur en utilisant un environnement Jupyter Notebook.

Puis-je partager mes projets achevés ?

Oui. Vous pouvez télécharger des projets complets ou incomplets pour les ajouter à votre GitHub ou à tout autre portfolio personnel.

Puis-je réaliser un projet à la fois en mode guidé et en mode non guidé ?

Vous pouvez rejouer les projets autant de fois que vous le souhaitez dans l'un ou l'autre mode d'apprentissage.