Question

The __________ stage of the data science process helps in exploring and determining patterns from data.

Answer 1

Answer:

Data Explorations

Explanation:

The stages of a data science project can be summarized into the following

Step 1: Figure out the problem

Step 2: Data collection

Step 3: Process the data for analysis (Cleaning the data)

Step 4: Explore the data (Exploratory Analysis)

Step 5: Perform in-depth analysis

Step 6: Communicate Results

For this question, step 4 is the correct stage for the discovery of hidden patterns in the data. The activities in this stage are basically:

• Inspection of data inline with some specific properties
• Computing some descriptive statistics
• visualize the data to observe significant features