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Proyectos

Resolver problemas del mundo real

Los proyectos te permiten aplicar tus conocimientos utilizando herramientas como los cuadernos de datos y completar un análisis de datos de principio a fin.

  • Aprende a programar por tu cuenta
  • Construye tu propia cartera
  • Adquiere experiencia en el mundo real

Explorar proyectos

26 proyectos

proyecto

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.

Programación en Python, Machine Learning, Desarrollo de software

1-2 hours

proyecto

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

proyecto

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, Probabilidad y estadística

1-2 hours

proyecto

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

proyecto

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.

Programación en Python, Machine Learning

1-2 hours

proyecto

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.8+
  • 599

Automate e-commerce processes with image classification.

Machine Learning, Inteligencia artificial

1-2 hours

proyecto

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.1+
  • 555

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

proyecto

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

proyecto

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

proyecto

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

proyecto

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

proyecto

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

proyecto

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.5+
  • 358

Build models predicting customer churn for Indian telecom customers.

Manipulación de datos, Machine Learning

1-2 hours

proyecto

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, Inteligencia artificial

1-2 hours

proyecto

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

proyecto

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.1+
  • 247

Automate e-commerce processes with image classification.

Machine Learning, Inteligencia artificial

1-2 hours

proyecto

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, Probabilidad y estadística

Less than 1 hour

proyecto

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, Manipulación de datos

1-2 hours

proyecto

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, Inteligencia artificial

1-2 hours

proyecto

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

proyecto

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

proyecto

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

proyecto

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

proyecto

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

proyecto

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

proyecto

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

Mostrando 26 de 26

Explorar todas las tecnologías

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Preguntas frecuentes

¿Necesito descargarme algún programa para aprender en DataCamp?

No. Puedes aprender en Datacamp sin tener que instalar ningún software: toda la formación y los ejercicios se pueden completar en tu navegador utilizando un entorno de Jupyter Notebook.

¿Puedo compartir mis proyectos terminados?

Sí. Puedes descargar tanto proyectos completos como incompletos para añadirlos a tu GitHub o a cualquier otra cartera personal.

¿Puedo completar un proyecto tanto en el modo guiado como en el no guiado?

Puedes repetir los proyectos tantas veces como quieras en cualquiera de los modos de aprendizaje.