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:

Descriptive analytics to know what occurred

Diagnostic analyticsData Analytics Course in Pune 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.

6. Visualize the Results

Develop charts, dashboards, or reports to convey findings elegantly.

Example: A bar chart comparing quarterly sales by region.

7. Interpret & Act

What story does the data tell?

What action should be taken?

How will results be measured?

Example: Recommend increasing ad spend in regions with high potential.

Tools You Can Use

Excel/Google Sheets – good for beginners

SQL – for querying databases

Python or R – for advanced analysis

Power BI / Tableau – for dashboards and visuals

Tip:

Start small! Practice with simple dataData Analytics Training in Pune (e.g., personal budget, survey responses) before tackling business or large data projects.

Would you like a beginner's roadmap, cheat sheet, or tutorial to get hands-on with your first project?

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