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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

122 projetos

projeto

Investigating Netflix Movies

  • BeginnerSkill Level
  • 4.1+
  • 24.7K

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

Analyzing Students Mental Health

  • BeginnerSkill Level
  • 4.2+
  • 22.5K

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

Gerenciamento de dados

1-2 hours

projeto

Introduction to Notebook Projects

  • BeginnerSkill Level
  • 4.3+
  • 18.1K

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

Less than 15 minutes

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+
  • 3.8K

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

Analyzing Motorcycle Part Sales

  • AdvancedSkill Level
  • 4.1+
  • 3.1K

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

Manipulação de dados, Relatórios

1-2 hours

projeto

Analyze International Debt Statistics

  • BeginnerSkill Level
  • 4.2+
  • 3.1K

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

Manipulação de dados

Less than 1 hour

projeto

When Was the Golden Era of Video Games?

  • BeginnerSkill Level
  • 4.2+
  • 3K

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

Manipulação de dados

Less than 15 minutes

projeto

Dr. Semmelweis and the Importance of Handwashing

  • BeginnerSkill Level
  • 3.7+
  • 2.6K

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

Manipulação de dados, Visualização de dados

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

Analyzing Industry Carbon Emissions

  • BeginnerSkill Level
  • 4.2+
  • 2.1K

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

Manipulação de dados

Less than 1 hour

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

Analyze the Popularity of Programming Languages

  • BeginnerSkill Level
  • 3.7+
  • 1.9K

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

Manipulação de dados

1-2 hours

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

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

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

Exploring Londons Travel Network

  • BeginnerSkill Level
  • 4.2+
  • 1.5K

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

Engenharia de dados, Análise exploratória de dados, Data warehouse

Less than 1 hour

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

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.0+
  • 1.3K

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

Desenvolvimento de software

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

Planning a Trip to Paris with the OpenAI API

  • BeginnerSkill Level
  • 3.9+
  • 1.1K

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

Inteligência artificial

Less than 1 hour

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

Analyzing Electric Vehicle Charging Habits

  • BeginnerSkill Level
  • 4.3+
  • 1.1K

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

Análise exploratória de dados

Less than 1 hour

projeto

Performing a Code Review

  • IntermediateSkill Level
  • 4.0+
  • 983

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

Desenvolvimento de software, Engenharia de dados

1-2 hours

projeto

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 4.0+
  • 931

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

Manipulação de dados

1-2 hours

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Exibição 30 de 122

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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.