Data Analytics Classes in Pune Here's a step-by-step tutorial on how to do data analytics, even if you're a starter:

✅ Step-by-Step: How to Do Data Analytics

1. Define the Problem or Goal

Ask:

What decision do I want to make?

What do I want to know or optimize?

Example: Why are product sales decreasing in Q2?

2. Get the Data

Get data from sources such as:

Spreadsheets (Excel, Google Sheets)

Databases (SQL, MongoDB)

APIs, Web scraping

Business tools (CRM, Google Analytics)

Example: Download customer feedback and monthly sales data.

3. Clean and Prepare the Data

Correct issues such as:

Missing values

Unstandardized formats

Duplicate records

Tools: Excel, Python (Pandas), R, Power Query

Example: Remove blank cells and standardize date formats.

Get to know the data by examining:

Summary statistics (mode, median, mean)

Trends and distributions

Correlations and outliers

Tools: Excel, Python (Matplotlib, Seaborn), Power BI, Tableau

5. Analyze the Data

Use:

Data Analytics Course in PuneDescriptive analytics to know what occurred

Diagnostic analytics to discover why

Predictive analytics to predict

Prescriptive analytics to suggest actions

Techniques: A/B testing, regression, clustering, trend analysis

Tools: Excel, Python, R, SQL, SPSS, SAS

Example: Perform a regression model to determine what drives sales.

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Classes in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Course in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune

Data Analytics Training in Pune