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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

67 projets

projet

Investigating Netflix Movies

  • BeginnerSkill Level
  • 4.1+
  • 25.5K

Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie data.

Manipulation des données, Visualisation des données

1-2 hours

projet

Exploring NYC Public School Test Result Scores

  • BeginnerSkill Level
  • 4.2+
  • 7.3K

Use data manipulation and summary statistics to analyze test scores across New York Citys public schools!

Analyse exploratoire des données

Less than 1 hour

projet

Analyzing Crime in Los Angeles

  • IntermediateSkill Level
  • 4.3+
  • 4.7K

Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

Manipulation des données, Analyse exploratoire des données

Less than 1 hour

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

Visualizing the History of Nobel Prize Winners

  • BeginnerSkill Level
  • 4.0+
  • 3.8K

Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?

Manipulation des données, Visualisation des données

1-2 hours

projet

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.3+
  • 2.5K

Apply your data importing, cleaning and manipulation skills to explore New York City Airbnb data.

Programmation Python, Manipulation des données

1-2 hours

projet

Customer Analytics: Preparing Data for Modeling

  • IntermediateSkill Level
  • 4.0+
  • 2.3K

Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!

Manipulation des données

1-2 hours

projet

Cleaning Bank Marketing Campaign Data

  • IntermediateSkill Level
  • 4.2+
  • 2.1K

Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.

Développement de logiciels

Less than 1 hour

projet

Creating Functions to Register App Users

  • BeginnerSkill Level
  • 3.9+
  • 1.8K

Define functions to catch errors when new users register for an app!

Développement de logiciels

1-2 hours

projet

Data-Driven Product Management: Conducting a Market Analysis

  • BeginnerSkill Level
  • 4.0+
  • 1.8K

Explore local and global fitness trends to identify product niches. Investigate online interest in gyms, workouts, digital services, and web apps.

Programmation Python, Manipulation des données

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

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.1+
  • 1.7K

Perform a hypothesis test to determine if more goals are scored in womens soccer matches than mens!

Probabilités et statistiques

1-2 hours

projet

Building a Retail Data Pipeline

  • IntermediateSkill Level
  • 3.8+
  • 1.5K

Test your Data engineering skills by creating a data pipeline to analyze E-commerce business of Walmart!

Programmation Python, Manipulation des données, Ingénierie des données

Less than 15 minutes

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

Performing a Code Review

  • IntermediateSkill Level
  • 4.1+
  • 985

Review a data analysis workflow for adherence to Python standards and best-practices.

Développement de logiciels, Ingénierie des données

1-2 hours

projet

Whats in an Avocado Toast: A Supply Chain Analysis

  • BeginnerSkill Level
  • 3.9+
  • 947

Conduct a supply chain analysis of the ingredients used in an avocado toast to gain an understanding of the complex supply chain involved.

Programmation Python, Manipulation des données

1-2 hours

projet

Getting a Good Nights Sleep

  • BeginnerSkill Level
  • 4.1+
  • 700

Dive into sleep data and gain insights about factors that impact sleep quality

Manipulation des données, Analyse exploratoire des données

1-2 hours

projet

Building RAG Chatbots for Technical Documentation

  • IntermediateSkill Level
  • 3.9+
  • 694

Implement retrieval augmented generation (RAG) with LangChain to create a chatbot for answering questions about technical documentation.

Intelligence artificielle

1-2 hours

projet

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.2+
  • 686

Use LLMs to solve diverse language tasks for a car dealership company.

Intelligence artificielle

1-2 hours

projet

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 3.9+
  • 680

Perform hypothesis tests to determine if the adverse effects of a pharmaceutical drug are significant!

Programmation Python, Manipulation des données, Probabilités et statistiques

1-2 hours

projet

Debugging a Sales Data Workflow

  • BeginnerSkill Level
  • 3.8+
  • 638

Sometimes, things that once worked perfectly suddenly hit a snag. Practice your knowledge of DataFrames to find the problem and fix it!

Manipulation des données

Less than 15 minutes

projet

Extracting TV Data Insights

  • BeginnerSkill Level
  • 4.2+
  • 583

Use data manipulation and visualization to explore a television broadcast dataset from the Super Bowl.

Manipulation des données

Less than 1 hour

projet

Building a Calorie Intake Calculator

  • BeginnerSkill Level
  • 4.1+
  • 580

Develop a new app feature with your Python skills to calculate calories and nutrition values from user input.

Développement de logiciels

Less than 1 hour

projet

Interstellar Delivery: Mastering Datetime in Python

  • IntermediateSkill Level
  • 4.2+
  • 544

Manipulate date and time using Python

Développement de logiciels

1-2 hours

projet

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 4.0+
  • 488

Develop a system that can detect Cyber Threats in your companys network traffic logs using Deep Learning.

Intelligence artificielle

1-2 hours

projet

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 3.8+
  • 465

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

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.4+
  • 457

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

Machine learning

1-2 hours

projet

Building Financial Reports

  • IntermediateSkill Level
  • 3.9+
  • 449

Ready to analyze and visualize financial ratios? In this project, you will take on real-world challenges like evaluating the profitability and leverage of companies across industries.

Finance appliquée

1-2 hours

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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.