You can facilitate access to data, understand its structure, and prepare it for implementing algorithms with data visualization tools. Exploiting big data environments to create value that leads to decision-making and action implies nine data science steps, summarized in this whitepaper:
- Unclutter data to broaden the scope of analysis
- Analyze and discover data
- Prepare data
- Identify the influencing factors
- Implement algorithms
- Identify the best model
- Export this model in a suitable format
- Evaluate the value of the data
- Automate actions