Data Analytics with Excel, Python & Power BI

Ab Excel se aage, Python se data handle karna seekho.

Set up Python, Jupyter and the Pandas/NumPy libraries

Create and manipulate NumPy arrays for numeric data

Load a dataset into a Pandas DataFrame

Select, filter and sort data within a DataFrame

Perform basic statistical summaries on a dataset

Ab messy real-world data ko analysis-ready banao.

Identify and handle missing values in a dataset

Remove duplicates and fix inconsistent data entries

Merge and join multiple DataFrames

Group and aggregate data using groupby

Export cleaned data for further analysis

Ab data se hidden patterns nikaalna seekho.

Perform exploratory data analysis on a business dataset

Create charts using Matplotlib and Seaborn

Identify trends, outliers and correlations in data

Summarise findings in a short written analysis

Ab database se seedha data nikaalna seekho.

Write SELECT queries with filtering and sorting

Use GROUP BY and aggregate functions for summaries

Join multiple tables to combine related business data

Write subqueries for multi-step business questions

Ab data ko ek professional BI tool me model karo.

Import and shape data in Power BI using Power Query

Build relationships between multiple data tables

Write basic DAX measures for business calculations

Create calculated columns for derived metrics

Ab apna analytics kaam duniya ko dikhao.

Design interactive visuals and report pages in Power BI

Apply filters, slicers and drill-through interactions

Publish a report and share it with stakeholders

Apply dashboard design best practices for clarity

Ab ek real business problem end-to-end solve karo.

Understand a real-world business analytics case study

Define the analysis questions and required data

Clean and prepare the case study dataset

Perform the core analysis using Excel and Python

Ab saare tools ko ek project me jodo.

Plan a capstone project spanning all four tools learned

Query and prepare data using SQL and Python

Analyse and model the data using Excel and Power BI

Build a final integrated report and dashboard

Document the complete analytics workflow

Ab apna kaam confidently present karna seekho.

Prepare a clear, business-focused capstone presentation

Present the capstone project to a faculty panel

Build a resume highlighting analytics tools and the capstone

Practice common data-analyst interview questions