Bootcamp Cientista de Dados: 10 aplicações Web Completas

Unlock the power of data science with R and Shiny! In this hands-on course, you'll learn to build powerful web applications for data analysis and predictive modeling – no prior web development experience required (HTML/CSS not needed!).

You'll step into the role of Marcos from ABC Analytics, implementing data-driven solutions. Using the intuitive RStudio IDE and the Shiny platform, you'll create interactive applications to solve real-world problems.

Here's a breakdown of the projects you'll develop, progressing in complexity:

• Beginner-Friendly Projects:

  • Predicting franchise opening costs ★☆☆☆☆
  • Evaluating if data is normally distributed ★★☆☆☆

• Intermediate Projects:

  • Estimating future milk production for a dairy farm ★★★★☆
  • Classifying vehicle quality based on characteristics ★★★★☆
  • Evaluating the probability of equipment failure in a factory ★☆☆☆☆
  • Exploring and investigating public datasets ★★☆☆☆

• Advanced Projects:

  • Creating an interactive recommendation system ★★★☆☆
  • Building a benchmark application comparing 10 time series models ★★★★★
  • Optimizing airline load scheduling for increased profitability ★★★★★
  • Creating a Career Mentor in Data Science using Artificial Intelligence ★★★★☆

Each project includes:

• Clear problem statement
• Data science theory and methodology
• Complete code implementation
• Basic R course for beginners (no R proficiency needed!)

Plus, download complete slides and scripts to continue your learning journey. This course is perfect for anyone looking to leverage data science, R programming, and Shiny apps to gain valuable insights and build impactful solutions.