About how to discover tasks

This is an article about how to discover tasks in data analysis.

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Today we will learn about how to discover tasks.

Identifying challenges for data analysis is a critical step that plays a key role in asking the right questions and setting meaningful analysis goals.

Below is information on how to uncover challenges in data analysis.

Understand the Business

In order to discover data analysis challenges, you first need to understand the relevant business area.

You need to gain business goals, challenges, and domain knowledge to understand how data analytics can provide value to your business.

Problem definition

Based on your business understanding, you must clearly define the problem you want to solve through data analysis.

You need to be clear about what question you are trying to answer and what hypothesis you are trying to prove.

Data collection and exploration

You need to determine what data you need for your analysis and evaluate its availability and quality.

You also need to explore the data to determine what information you want to extract.

Hypothesis setting

After defining the problem, you need to set up a hypothesis about the problem and think about an analysis method to verify it.

You need to think about how you can prove or argue your hypothesis through data.

Verify business value

Ultimately, you need to consider what business value analytics can create.

We need to determine what decisions can be made through data analysis results and what value can be created through them.

Goal setting

By identifying tasks, you must set goals for analysis and establish a plan to achieve those goals.

Conclusion

Through these steps as above, you must clearly identify tasks for data analysis and consider analysis methods to solve those tasks.

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