Nem todo problema precisa de Machine Learning

📰 Medium · Data Science

Not every problem requires machine learning, and exploratory analysis can be enough to support business decisions

intermediate Published 24 Apr 2026
Action Steps
  1. Conduct exploratory data analysis to understand the problem
  2. Determine if a machine learning model is necessary
  3. Build a predictive model only if necessary
  4. Evaluate the results of the exploratory analysis and predictive model
  5. Use the insights to support business decisions
Who Needs to Know This

Data scientists and business analysts can benefit from understanding when to apply machine learning and when to use simpler methods, to make more effective decisions

Key Insight

💡 Exploratory analysis can be sufficient to inform business decisions, and machine learning should only be used when necessary

Share This
💡 Not every problem needs ML! Exploratory analysis can be enough to support business decisions

Key Takeaways

Not every problem requires machine learning, and exploratory analysis can be enough to support business decisions

Full Article

Uma análise exploratória e um modelo preditivo para entender a demanda por jogos de tabuleiro e apoiar decisões de negócio Continue reading on Medium »
Read full article → ← Back to Reads

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