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Projekte

Lösen Sie reale Probleme

In Projekten kannst du deine Fähigkeiten mit Tools wie Data Notebooks anwenden und eine Datenanalyse von Anfang bis Ende durchführen.

  • Selbstständig programmieren lernen
  • Erstelle dein eigenes Portfolio
  • Sammle Erfahrungen aus der Praxis

Projekte durchsuchen

122 Projekte

Projekt

Investigating Netflix Movies

  • BeginnerSkill Level
  • 4.1+
  • 22.7K

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

Datenmanipulation, Datenvisualisierung

1-2 hours

Projekt

Analyzing Students Mental Health

  • BeginnerSkill Level
  • 4.2+
  • 21.2K

Use your data manipulation skills to perform exploratory data analysis on a dataset around student mental health.

Datenmanagement

1-2 hours

Projekt

Introduction to Notebook Projects

  • BeginnerSkill Level
  • 4.3+
  • 17.2K

Get up to speed with notebook based projects. This will prepare you for your first Python, SQL & R projects.

Less than 15 minutes

Projekt

Exploring NYC Public School Test Result Scores

  • BeginnerSkill Level
  • 4.2+
  • 7.1K

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

Explorative Datenanalyse

Less than 1 hour

Projekt

Analyzing Crime in Los Angeles

  • IntermediateSkill Level
  • 4.2+
  • 3.8K

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

Datenmanipulation, Explorative Datenanalyse

Less than 1 hour

Projekt

Visualizing the History of Nobel Prize Winners

  • BeginnerSkill Level
  • 4.1+
  • 3.8K

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

Datenmanipulation, Datenvisualisierung

1-2 hours

Projekt

Predictive Modeling for Agriculture

  • IntermediateSkill Level
  • 4.2+
  • 3.5K

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

Programmierung mit Python, Machine Learning, Softwareentwicklung

1-2 hours

Projekt

Analyzing Motorcycle Part Sales

  • AdvancedSkill Level
  • 4.1+
  • 3K

Derive insights about motorcycle part sales over time across multiple warehouse sites!

Datenmanipulation, Berichtswesen

1-2 hours

Projekt

Analyze International Debt Statistics

  • BeginnerSkill Level
  • 4.1+
  • 3K

Write SQL queries to answer interesting questions about international debt using data from The World Bank.

Datenmanipulation

Less than 1 hour

Projekt

When Was the Golden Era of Video Games?

  • BeginnerSkill Level
  • 4.2+
  • 2.6K

Use SQL to figure out the golden era of video games!

Datenmanipulation

Less than 15 minutes

Projekt

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.3+
  • 2.4K

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

Programmierung mit Python, Datenmanipulation

1-2 hours

Projekt

Customer Analytics: Preparing Data for Modeling

  • IntermediateSkill Level
  • 4.0+
  • 2.4K

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

Datenmanipulation

1-2 hours

Projekt

Dr. Semmelweis and the Importance of Handwashing

  • BeginnerSkill Level
  • 3.8+
  • 2.4K

Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.

Datenmanipulation, Datenvisualisierung

1-2 hours

Projekt

Analyzing Industry Carbon Emissions

  • BeginnerSkill Level
  • 4.2+
  • 2K

Use your SQL skills to explore a dataset about product carbon emissions.

Datenmanipulation

Less than 1 hour

Projekt

Cleaning Bank Marketing Campaign Data

  • IntermediateSkill Level
  • 4.2+
  • 1.9K

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

Softwareentwicklung

Less than 1 hour

Projekt

Creating Functions to Register App Users

  • BeginnerSkill Level
  • 3.9+
  • 1.8K

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

Softwareentwicklung

1-2 hours

Projekt

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.1+
  • 1.6K

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

Wahrscheinlichkeit und Statistik

1-2 hours

Projekt

Clustering Antarctic Penguin Species

  • IntermediateSkill Level
  • 4.4+
  • 1.6K

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

Machine Learning

1-2 hours

Projekt

Analyze the Popularity of Programming Languages

  • BeginnerSkill Level
  • 3.7+
  • 1.6K

Analyze the relative popularity of programming languages over time based on Stack Overflow data.

Datenmanipulation

1-2 hours

Projekt

Data-Driven Product Management: Conducting a Market Analysis

  • BeginnerSkill Level
  • 4.0+
  • 1.6K

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

Programmierung mit Python, Datenmanipulation

1-2 hours

Projekt

Exploring Londons Travel Network

  • BeginnerSkill Level
  • 4.2+
  • 1.4K

Use SQL to analyze a database containing information about Transport for London journeys over 12 years!

Data Engineering, Explorative Datenanalyse, Data Warehouse

Less than 1 hour

Projekt

Building a Retail Data Pipeline

  • IntermediateSkill Level
  • 3.8+
  • 1.3K

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

Programmierung mit Python, Datenmanipulation, Data Engineering

Less than 15 minutes

Projekt

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.4+
  • 1.3K

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

Machine Learning, Wahrscheinlichkeit und Statistik

1-2 hours

Projekt

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.0+
  • 1.2K

Use your SQL skills to find out how many companies reached a valuation of over $1 billion across different industries between 2019 and 2021!

Softwareentwicklung

1-2 hours

Projekt

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

Projekt

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.5+
  • 1K

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

Programmierung mit Python, Machine Learning

1-2 hours

Projekt

Planning a Trip to Paris with the OpenAI API

  • BeginnerSkill Level
  • 3.8+
  • 1K

Use OpenAIs powerful API to answer questions about tourist attractions in Paris.

Künstliche Intelligenz

Less than 1 hour

Projekt

Analyzing Electric Vehicle Charging Habits

  • BeginnerSkill Level
  • 4.3+
  • 989

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

Explorative Datenanalyse

Less than 1 hour

Projekt

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 4.1+
  • 928

Use joining techniques to discover the oldest businesses in the world.

Datenmanipulation

1-2 hours

Projekt

Performing a Code Review

  • IntermediateSkill Level
  • 4.0+
  • 917

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

Softwareentwicklung, Data Engineering

1-2 hours

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FAQs

Muss ich irgendeine Software herunterladen, um auf dem DataCamp zu lernen?

Nein. Du kannst auf Datacamp lernen, ohne Software installieren zu müssen - alle Schulungen und Übungen kannst du in deinem Browser mit einer Jupyter Notebook-Umgebung absolvieren.

Kann ich meine abgeschlossenen Projekte teilen?

Ja. Du kannst sowohl vollständige als auch unvollständige Projekte herunterladen, um sie zu deinem GitHub oder einem anderen persönlichen Portfolio hinzuzufügen.

Kann ich ein Projekt sowohl im geführten als auch im ungeführten Modus abschließen?

Du kannst die Projekte in beiden Lernmodi so oft wiederholen, wie du willst.