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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

26 Projekte

Projekt

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.

Programmierung mit Python, Machine Learning, Softwareentwicklung

1-2 hours

Projekt

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

Projekt

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, Wahrscheinlichkeit und Statistik

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
  • 4.4+
  • 1.1K

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

Programmierung mit Python, Machine Learning

1-2 hours

Projekt

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.8+
  • 599

Automate e-commerce processes with image classification.

Machine Learning, Künstliche Intelligenz

1-2 hours

Projekt

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.1+
  • 555

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

Projekt

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

Projekt

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

Projekt

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.7+
  • 443

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

Machine Learning

1-2 hours

Projekt

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.7+
  • 437

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

Machine Learning

1-2 hours

Projekt

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.1+
  • 389

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

Machine Learning

1-2 hours

Projekt

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.5+
  • 358

Build models predicting customer churn for Indian telecom customers.

Datenmanipulation, Machine Learning

1-2 hours

Projekt

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.2+
  • 343

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

Machine Learning, Künstliche Intelligenz

1-2 hours

Projekt

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.0+
  • 253

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

Machine Learning

1-2 hours

Projekt

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.1+
  • 247

Automate e-commerce processes with image classification.

Machine Learning, Künstliche Intelligenz

1-2 hours

Projekt

Assessing the Effectiveness of Medical Treatments

  • AdvancedSkill Level
  • 4.5+
  • 242

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

Machine Learning, Wahrscheinlichkeit und Statistik

Less than 1 hour

Projekt

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.3+
  • 226

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

Machine Learning, Datenmanipulation

1-2 hours

Projekt

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.9+
  • 220

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

Machine Learning, Künstliche Intelligenz

1-2 hours

Projekt

Combating Subscriber Churn with Targeted Marketing

  • IntermediateSkill Level
  • 4.4+
  • 211

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

Machine Learning

1-2 hours

Projekt

What Makes a Good Book?

  • IntermediateSkill Level
  • 3.7+
  • 189

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

Machine Learning

1-2 hours

Projekt

Reveal Categories Found in Data

  • IntermediateSkill Level
  • 4.0+
  • 174

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

Machine Learning

1-2 hours

Projekt

Predict Future Sales of Fast-Food Menu Items

  • IntermediateSkill Level
  • 3.7+
  • 136

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

Projekt

Basketball Analytics: Clustering Players by Performance Metrics

  • AdvancedSkill Level
  • 4.4+
  • 129

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

Machine Learning

1-2 hours

Projekt

Optimize Pricing Predictions with Feature Engineering

  • IntermediateSkill Level
  • 4.8+
  • 99

Improve a Car Price prediction model using Feature Engineering tools

Machine Learning

1-2 hours

Projekt

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.6+
  • 70

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

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Alle Technologien erkunden

PythonSQLPower BITableauGoogle SheetsExcelAlteryxAWSDockerSparkShellAzure

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.