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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

67 projetos

projeto

Investigating Netflix Movies

  • BeginnerSkill Level
  • 4.1+
  • 24.9K

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

Manipulação de dados, Visualização de dados

1-2 hours

projeto

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!

Análise exploratória de dados

Less than 1 hour

projeto

Analyzing Crime in Los Angeles

  • IntermediateSkill Level
  • 4.3+
  • 4.4K

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

Manipulação de dados, Análise exploratória de dados

Less than 1 hour

projeto

Visualizing the History of Nobel Prize Winners

  • BeginnerSkill Level
  • 4.1+
  • 3.9K

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

Manipulação de dados, Visualização de dados

1-2 hours

projeto

Predictive Modeling for Agriculture

  • IntermediateSkill Level
  • 4.2+
  • 3.8K

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

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.

Programação em Python, Manipulação de dados

1-2 hours

projeto

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!

Manipulação de dados

1-2 hours

projeto

Cleaning Bank Marketing Campaign Data

  • IntermediateSkill Level
  • 4.2+
  • 2K

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

Desenvolvimento de software

Less than 1 hour

projeto

Creating Functions to Register App Users

  • BeginnerSkill Level
  • 3.9+
  • 1.9K

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

Desenvolvimento de software

1-2 hours

projeto

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

projeto

Data-Driven Product Management: Conducting a Market Analysis

  • BeginnerSkill Level
  • 4.0+
  • 1.7K

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

Programação em Python, Manipulação de dados

1-2 hours

projeto

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!

Probabilidade e estatística

1-2 hours

projeto

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!

Programação em Python, Manipulação de dados, Engenharia de dados

Less than 15 minutes

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
  • 4.1+
  • 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

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

Performing a Code Review

  • IntermediateSkill Level
  • 4.0+
  • 981

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

Desenvolvimento de software, Engenharia de dados

1-2 hours

projeto

Whats in an Avocado Toast: A Supply Chain Analysis

  • BeginnerSkill Level
  • 3.9+
  • 937

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

Programação em Python, Manipulação de dados

1-2 hours

projeto

Building RAG Chatbots for Technical Documentation

  • IntermediateSkill Level
  • 4.0+
  • 693

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

Inteligência artificial

1-2 hours

projeto

Getting a Good Nights Sleep

  • BeginnerSkill Level
  • 4.1+
  • 689

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

Manipulação de dados, Análise exploratória de dados

1-2 hours

projeto

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.2+
  • 687

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

Inteligência artificial

1-2 hours

projeto

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 3.9+
  • 667

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

Programação em Python, Manipulação de dados, Probabilidade e estatística

1-2 hours

projeto

Debugging a Sales Data Workflow

  • BeginnerSkill Level
  • 3.8+
  • 637

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

Manipulação de dados

Less than 15 minutes

projeto

Building a Calorie Intake Calculator

  • BeginnerSkill Level
  • 4.1+
  • 567

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

Desenvolvimento de software

Less than 1 hour

projeto

Interstellar Delivery: Mastering Datetime in Python

  • IntermediateSkill Level
  • 4.2+
  • 555

Manipulate date and time using Python

Desenvolvimento de software

1-2 hours

projeto

Extracting TV Data Insights

  • BeginnerSkill Level
  • 4.2+
  • 501

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

Manipulação de dados

Less than 1 hour

projeto

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 3.9+
  • 487

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

Inteligência artificial

1-2 hours

projeto

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.4+
  • 460

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

Machine learning

1-2 hours

projeto

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.6+
  • 447

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

Machine learning

1-2 hours

projeto

Building Financial Reports

  • IntermediateSkill Level
  • 3.9+
  • 443

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.

Finanças aplicadas

1-2 hours

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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.