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Projetos

Resolver problemas do mundo real

Os projetos permitem que você aplique suas habilidades usando ferramentas como o Data Notebooks e conclua uma análise de dados do início ao fim.

  • Aprenda a programar por conta própria
  • Crie seu próprio portfólio
  • Obtenha experiência no mundo real

Procurar projetos

26 projetos

projeto

Predictive Modeling for Agriculture

  • IntermediateSkill Level
  • 4.2+
  • 3.7K

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

Programação em Python, Machine learning, Desenvolvimento de software

1-2 hours

projeto

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

projeto

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, Probabilidade e estatística

1-2 hours

projeto

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.2+
  • 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

projeto

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.

Programação em Python, Machine learning

1-2 hours

projeto

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.7+
  • 543

Automate e-commerce processes with image classification.

Machine learning, Inteligência artificial

1-2 hours

projeto

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.7+
  • 529

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

Machine learning

1-2 hours

projeto

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.1+
  • 495

Use PySpark to build an e-commerce forecasting model!

Machine learning

1-2 hours

projeto

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 3.7+
  • 447

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

projeto

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.1+
  • 391

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

Machine learning

1-2 hours

projeto

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.5+
  • 386

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

Machine learning

1-2 hours

projeto

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.4+
  • 344

Build models predicting customer churn for Indian telecom customers.

Manipulação de dados, Machine learning

1-2 hours

projeto

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.9+
  • 341

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

Machine learning

1-2 hours

projeto

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.0+
  • 297

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

Machine learning, Inteligência artificial

1-2 hours

projeto

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.1+
  • 242

Automate e-commerce processes with image classification.

Machine learning, Inteligência artificial

1-2 hours

projeto

Assessing the Effectiveness of Medical Treatments

  • AdvancedSkill Level
  • 4.5+
  • 235

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

Machine learning, Probabilidade e estatística

Less than 1 hour

projeto

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.2+
  • 221

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

Machine learning

1-2 hours

projeto

Combating Subscriber Churn with Targeted Marketing

  • IntermediateSkill Level
  • 4.4+
  • 193

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

Machine learning

1-2 hours

projeto

What Makes a Good Book?

  • IntermediateSkill Level
  • 3.6+
  • 184

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

Machine learning

1-2 hours

projeto

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.7+
  • 175

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

Machine learning, Inteligência artificial

1-2 hours

projeto

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.3+
  • 166

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

Machine learning, Manipulação de dados

1-2 hours

projeto

Reveal Categories Found in Data

  • IntermediateSkill Level
  • 4.1+
  • 150

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

Machine learning

1-2 hours

projeto

Basketball Analytics: Clustering Players by Performance Metrics

  • AdvancedSkill Level
  • 4.1+
  • 133

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

Machine learning

1-2 hours

projeto

Optimize Pricing Predictions with Feature Engineering

  • IntermediateSkill Level
  • 4.7+
  • 89

Improve a Car Price prediction model using Feature Engineering tools

Machine learning

1-2 hours

projeto

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.6+
  • 72

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

Exibição 26 de 26

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Perguntas frequentes

Preciso fazer download de algum software para aprender no DataCamp?

Não. Você pode aprender na Datacamp sem precisar instalar nenhum software - todo o treinamento e os exercícios podem ser concluídos no seu navegador usando um ambiente Jupyter Notebook.

Posso compartilhar meus projetos concluídos?

Sim. Você pode baixar projetos completos e incompletos para adicionar ao seu GitHub ou a qualquer outro portfólio pessoal.

Posso concluir um projeto tanto no modo guiado quanto no não guiado?

Você pode reproduzir os projetos quantas vezes quiser em qualquer modo de aprendizado.