rocket_launch CAREER-READY PROGRAM

Data Analyst

Master SQL, Python, Power BI, and modern AI tools. Build a portfolio of real-world projects and launch your career in data.

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4.9/5 Rating (1,200+ Learners)

16 Weeks

9 Modules

6+ Projects

workspace_premium Certificate

school LEARNING ROADMAP

Master Data Analytics Step by Step

Follow a structured learning journey covering data analysis, Excel, SQL, Python, Power BI, statistics, real-world case studies, Generative AI, portfolio building and interview preparation.

9 Modules • Hands-On Learning • Real-World Projects • Career Preparation

01 DATA ANALYTICS FUNDAMENTALS

Introduction to Data Analysis

Build a strong foundation in data analytics and understand how raw data is transformed into meaningful business insights.

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checklist Topics Covered

check_circle Introduction to Data Analytics
check_circle Understanding Data and Information
check_circle Data Analytics Lifecycle
check_circle Types of Data & Structured vs Unstructured Data
check_circle Data Collection Methods & Cleaning Fundamentals
check_circle Data Exploration, Identifying Patterns and Trends
check_circle Business Questions and Data-Driven Decision Making
check_circle Introduction to Data Analytics Tools

stars Skills You Will Acquire

Data Analysis Data Cleaning Data Exploration Data Interpretation Business Analytics Analytical Thinking

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Practical Outcome

Understand the complete data analysis process and apply analytical thinking to real-world problems.

02 EXCEL & SPREADSHEETS

Excel for Data Analysis

Learn how to use Microsoft Excel to clean, organize, analyze and visualize datasets.

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checklist Topics Covered

check_circle Excel Fundamentals, Data Formatting, Sorting & Filtering
check_circle Data Cleaning & Remove Duplicates
check_circle Text Functions, Date & Time Functions, Logical Functions
check_circle Advanced Lookups: VLOOKUP, XLOOKUP, INDEX & MATCH
check_circle Conditional Formatting & Data Validation
check_circle Pivot Tables, Pivot Charts & Excel Dashboards
check_circle End-to-End Data Analysis with Excel

stars Skills You Will Acquire

Microsoft Excel Pivot Tables Excel Dashboards VLOOKUP XLOOKUP Data Cleaning Data Visualization

verified

Practical Outcome

Create a professional Excel analytical dashboard using a real-world dataset.

03 DATABASE & SQL

SQL for Data Analysis

Learn how to retrieve, filter, transform and analyze structured data using SQL.

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checklist Topics Covered

check_circle Database Fundamentals & Relational Databases
check_circle SQL Fundamentals: SELECT, WHERE, ORDER BY
check_circle GROUP BY, Aggregate Functions & HAVING
check_circle Multi-Table Queries: INNER, LEFT, RIGHT, FULL JOINs
check_circle Subqueries & CASE Statements
check_circle Common Table Expressions (CTEs) & Window Functions
check_circle Data Aggregation & Analytical SQL Queries

stars Skills You Will Acquire

SQL MySQL PostgreSQL Database Analysis Joins Aggregation Window Functions

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Practical Outcome

Analyze a business dataset and generate meaningful insights using SQL.

04 PYTHON & DATA ANALYSIS

Python for Data Analysts

Learn Python programming for data analysis, manipulation and exploratory analytics.

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checklist Topics Covered

check_circle Python Fundamentals: Variables, Data Types, Loops & Conditions
check_circle Functions, Lists, Dictionaries & File Handling (CSV)
check_circle Numerical Python with NumPy Arrays
check_circle Pandas DataFrames & Series Manipulation
check_circle Data Cleaning, Missing Values & Transformation
check_circle Data Filtering, Grouping & Aggregation
check_circle Exploratory Data Analysis (EDA) on Real-World Datasets

stars Skills You Will Acquire

Python NumPy Pandas DataFrames Data Cleaning Data Transformation Exploratory Data Analysis

verified

Practical Outcome

Perform exploratory data analysis using Python, Pandas and NumPy.

05 BUSINESS INTELLIGENCE

Data Visualization with Power BI

Transform data into interactive dashboards and business insights using Microsoft Power BI.

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checklist Topics Covered

check_circle Business Intelligence Principles & Power BI Interface
check_circle Importing Data & Power Query Data Transformation
check_circle Data Modeling, Star Schemas & Relationships
check_circle Calculated Columns, Measures & DAX Fundamentals
check_circle Visual Types: Charts, Maps, Matrix, Tables & KPI Cards
check_circle Filters, Slicers, Drill-Downs & Interactive Filtering
check_circle Report Design, Themes & Dashboard Storytelling

stars Skills You Will Acquire

Power BI Power Query DAX Data Modeling Dashboard Design Business Intelligence Data Visualization

verified

Practical Outcome

Build an interactive Power BI dashboard communicating business performance and insights.

06 STATISTICS

Statistics & Data Interpretation

Understand statistical concepts required to correctly interpret datasets and analytical findings.

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checklist Topics Covered

check_circle Statistics Fundamentals, Population & Sample
check_circle Central Tendency: Mean, Median, Mode
check_circle Dispersion: Variance, Standard Deviation, Percentiles
check_circle Probability Concepts & Probability Distributions
check_circle Correlation Analysis vs Causation
check_circle Linear Regression Fundamentals
check_circle Hypothesis Testing & Statistical Interpretation

stars Skills You Will Acquire

Statistics Probability Data Interpretation Correlation Regression Analytical Reasoning

verified

Practical Outcome

Interpret statistical results and support data-driven conclusions.

07 REAL-WORLD ANALYTICS

Case Studies & Domain-Specific Analytics

Apply analytical skills to realistic business problems across different industries.

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checklist Topics Covered

check_circle Business Problem Understanding & Analytical Questions
check_circle E-Commerce, Sales & Marketing Analytics
check_circle Customer, Finance & HR Analytics
check_circle Product & Operations Analytics
check_circle KPI Identification & Insight Generation
check_circle Formulating Business Recommendations & Data Storytelling

folder_special Practical Projects

shopping_bag E-Commerce Sales Analysis

group Customer Segmentation Analysis

campaign Marketing Campaign Performance

badge Employee HR Analytics Dashboard

stars Skills You Will Acquire

Business Analytics Problem Solving KPI Analysis Domain Analysis Business Intelligence Data Storytelling

verified

Practical Outcome

Analyze real-world business problems and communicate actionable insights.

08 GENERATIVE AI

Generative AI with Projects & Prompt Engineering

Learn how Generative AI can support data analysis, reporting, research and professional workflows.

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checklist Topics Covered

check_circle Generative AI Fundamentals & Large Language Models
check_circle AI-Assisted Data Analysis & Prompt Engineering Core
check_circle Role-Based, Contextual & Structured Prompt Writing
check_circle AI-Assisted SQL Query Generation & Optimization
check_circle AI-Assisted Python Code & Debugging Workflows
check_circle AI for Automated Reporting & Visualization
check_circle AI Productivity Workflows & Responsible AI Principles

folder_special Practical Projects

smart_toy AI-Powered Data Analysis Workflow

insights Automated Insight Generation System

terminal AI-Assisted SQL Analysis Engine

description AI-Powered Business Executive Report

stars Skills You Will Acquire

Generative AI Prompt Engineering AI-Assisted Analytics LLM Workflows AI Productivity

verified

Practical Outcome

Combine traditional analytics with modern AI tools to improve analytical workflows.

09 CAREER PREPARATION

Resume, Portfolio & Interview Preparation

Prepare for Data Analyst opportunities through resume building, portfolio development and interview preparation.

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checklist Topics Covered

check_circle ATS-Friendly Data Analyst Resume Architecture
check_circle Project Documentation & GitHub Portfolio
check_circle Power BI Portfolio & Interactive Project Demos
check_circle SQL & Python Real-world Project Showcases
check_circle LinkedIn Optimization & Personal Branding
check_circle SQL, Excel, Python & Power BI Technical Interview Questions
check_circle Statistics Questions, Case Study & Behavioral Mock Interviews

stars Skills You Will Acquire

Resume Building Portfolio Development GitHub LinkedIn Interview Preparation Technical Communication

verified

Practical Outcome

Build a professional Data Analyst portfolio and prepare for technical and behavioral interviews.

child_care

Beginner Friendly

construction

Hands-On Practice

folder_special

Real-World Projects

work

Career Focused

WHAT YOU WILL LEARN

Your Complete Data Analyst Learning Journey

Follow a structured 9-module learning path designed to take you from understanding data fundamentals to building projects, using modern analytics tools, working with Generative AI and preparing for professional opportunities.

9 Modules • Practical Learning • Industry Tools • Real Projects • Career Preparation

Foundation

Excel

SQL

Python

Power BI

Statistics

Case Studies

GenAI

Career Ready

folder_special BUILD. APPLY. GET JOB-READY.

Build Real Projects. Build Your Data Analyst Portfolio.

Turn your learning into practical experience by working on realistic datasets, business problems, dashboards, SQL analysis, Python projects and AI-powered analytics workflows.

Hands-On Projects • Real-World Datasets • Portfolio Ready • Career Focused

https://lh3.googleusercontent.com/aida-public/AB6AXuAelyHSCegC_QzrVvxq77vkQ0Dm0WFSc4KIVXvCx_5J2TfB7T-P-YTU-Y7SZA6IKIlHChnYak5pOGYL5xzsMVfJ-fo3T6aNvzBfVlf9RQy3ugUzq6XJ6GfAgIXqbdDWbvrH-DBHCbptkdc8zTViVyOG3PuIu_HdGHV5DUx7LsD7jku3hminxTn-Pgc5Fd34cxeXCDfXt9RZauNwrlhRXNn7_fb6T8uDc0N22tdqnbwofq3J5jkgsP9c6Q

EXCEL ANALYTICS

Software Performance Dashboard

Analyze sales data, identify top-performing products, understand regional performance and create an interactive Excel dashboard for business reporting.

Tools Used

Excel Pivot Tables Pivot Charts XLOOKUP

verified Outcome: Identify sales trends and present actionable business insights.

https://lh3.googleusercontent.com/aida-public/AB6AXuBLLYGlUcvzZj5zNQD4NTS9GsvXiOGCtmHFO7nrQmwMFqu6w6wUQzVT9sDBZqHgizMu2gSsmRDG_HgjB16A_WTALSVCNhdwUdRGNZYmywq0_ZKdbcR6dDnbZN-ajUr2moHincFMEM1FXhQudpDhM_vK0s9uxrzExe1sXm4SEvoxRHCTkkeDXpnz4f7HIBMbdu_5rbDHMvU3Xt4hd-eAYtTrQg_k7p3gtI0xEKWnZhfwpjeOkMLQsYthqg

SQL ANALYTICS

E-Commerce Customer & Sales Analysis

Use SQL to analyze customer behavior, product performance, orders, revenue and purchasing patterns from an e-commerce dataset.

Tools Used

SQL MySQL Joins CTEs Window Functions

verified Outcome: Answer real business questions using analytical SQL queries.

https://lh3.googleusercontent.com/aida-public/AB6AXuDFNhwgDfLbehiJYnheQva_UyfwDg1pDhx7VFgMFmsupDGrqsTtnSr1ee5NJ2md_YgVVj4jnAsyKjWKBZdc-1DYeue6-ibjT1dUT24bHzMjH-q1mf6n5UkN33-EzSuIs8GvFYVTrsAdQ4h2PkeAXcOXsLbY0uMo0ktJb7N03lOa5-1y3JqkvCUVB1qteguZeaPBGf_2AKhJ0iPwBmLngqZjuO2k5Sc0rMxp1hmwxkycraLXGM15uOO9Zg

PYTHON DATA ANALYSIS

Python Data Analysis

Explore customer data using Python, clean the dataset, identify patterns and discover factors associated with customer churn.

Tools Used

Python Pandas NumPy Matplotlib

verified Outcome: Perform complete exploratory data analysis on a real-world customer dataset.

https://lh3.googleusercontent.com/aida-public/AB6AXuDI-EvfMO1oORzluayOFztw-yxBIBXghv23mr-x69c7-JXXanOvbVkJYTF8pA_F5t7a-9OLvAar028Fu-6-eHw4PEuyiqJ2Yu6ZEjU9G933dNQrfrFwtqDkdtqQVhBqcNWDP8fsCwyi_5RP_nRrAlbZUC87WIctG48eIfkEGda_S3N0pKsisvT4SfgihRpCKWrX2khy6UX0xhF-xtXKmPicMzfd8ylRp2CW7grIVW0eY9D3FY-QxWSy-Q

POWER BI

Business Intelligence Dashboard

Build an interactive Power BI dashboard to track revenue, sales, customers, KPIs and business performance.

Tools Used

Power BI Power Query DAX Data Modeling

verified Outcome: Transform raw business data into an interactive executive dashboard.

https://lh3.googleusercontent.com/aida-public/AB6AXuAZFk0ej_F19rgtiaUFI8lzyY4wPF9rXkxHn7zu1wFdLUSLyzVhCVtn81UMntYo79revTGKUsYNf1nI5Lo0rWqnpzivO7nTPtfnSji2nhQcZsROYlWuUid4OFIzm2kmpA5qkrjHt1lTwzb9ohgfRBe1DOGZdcY0KP7KEbgW26HQ3amL3_qPJdR3wbONk0xob68iSMYkAPGWZDOoxYFA_9QPKHXr7dLi0pl7-dhBar3NqNg4gWM6XsWukA

BUSINESS CASE STUDY

Marketing Campaign Analysis

Analyze marketing campaign performance and discover which channels, customer segments and campaigns generate the best results.

Tools Used

Excel SQL Power BI Data Visualization

verified Outcome: Generate business recommendations from marketing data.

https://lh3.googleusercontent.com/aida-public/AB6AXuC-7UAl4toxLj6a7uW1p6MFcUSMJ80M4gRQeI-GgtC_z8GimdjGApnftf-mGV0F7D7k1ovRV4lQy5tmCG-q4fbZPYziT3WzMZJG5JQM2LhAqKqiU0WedmjnIEpiG3CBgrlPaPScyGsWEBWDzKJfq06S2hIiW-En76GQmBr6MVFVkhb7dkXU-TyrUWWZG5ZvSFo-w0bypbdbjhogI7wxAR60BXtd3xkBy7xEkeeIempzQMrTqdVyh5y3gw

GENERATIVE AI

AI-Powered Data Analysis Workflow

Combine Data Analytics and Generative AI to accelerate SQL analysis, insight generation, reporting and data storytelling.

Tools Used

Generative AI Prompt Engineering SQL Python Power BI

verified Outcome: Create an AI-assisted analytics workflow for faster and more effective business analysis.

What Will You Be Able to Do?

insights

Analyze Real Data

Process and analyze complex datasets from various sources.

database

Query Databases

Write complex SQL queries to extract necessary information.

code

Use Python

Automate tasks and perform advanced data manipulation.

dashboard

Build Dashboards

Create interactive Power BI dashboards for stakeholders.

query_stats

Apply Statistics

Use statistical methods to validate findings and A/B tests.

smart_toy

Leverage AI

Utilize Generative AI to speed up analysis and coding.

problem

Solve Problems

Translate business questions into analytical approaches.

co_present

Present Insights

Communicate complex findings clearly to non-technical audiences.

work

Pass Interviews

Tackle technical assessments and behavioral questions.

Enroll Now

Data Analyst

Master Data Analytics Step by Step

Introduction to Data Analysis

checklist Topics Covered

stars Skills You Will Acquire

Excel for Data Analysis

checklist Topics Covered

stars Skills You Will Acquire

SQL for Data Analysis

checklist Topics Covered

stars Skills You Will Acquire

Python for Data Analysts

checklist Topics Covered

stars Skills You Will Acquire

Data Visualization with Power BI

checklist Topics Covered

stars Skills You Will Acquire

Statistics & Data Interpretation

checklist Topics Covered

stars Skills You Will Acquire

Case Studies & Domain-Specific Analytics

checklist Topics Covered

folder_special Practical Projects

stars Skills You Will Acquire

Generative AI with Projects & Prompt Engineering

checklist Topics Covered

folder_special Practical Projects

stars Skills You Will Acquire

Resume, Portfolio & Interview Preparation

checklist Topics Covered

stars Skills You Will Acquire

Your Complete Data Analyst Learning Journey

Build Real Projects. Build Your Data Analyst Portfolio.

Software Performance Dashboard

E-Commerce Customer & Sales Analysis

Python Data Analysis

Business Intelligence Dashboard

Marketing Campaign Analysis

AI-Powered Data Analysis Workflow

What Will You Be Able to Do?

Analyze Real Data

Query Databases

Use Python

Build Dashboards

Apply Statistics

Leverage AI

Solve Problems

Present Insights

Pass Interviews

From Beginner to Career-Ready, One Module at a Time.

Enroll Now