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Full-Stack Web8 Weeks • Hybrid (Hands-On Lab + Online)

Data Analytics: Learn, Analyze & Visualize

Transform raw enterprise datasets into actionable business intelligence using Pandas, SQL, and interactive dashboards.

A comprehensive, industry-aligned data analytics certification. Master exploratory data analysis (EDA), data wrangling with Pandas and NumPy, relational SQL queries, statistical modeling, data visualization with Matplotlib, Seaborn, and Plotly, and executive dashboard design with PowerBI and Streamlit.

LEVELBeginner to Intermediate
MODULES11 Modules
PROJECTS5 Capstones
Data Analytics: Learn, Analyze & Visualize
Authentic Production Lab

STRUCTURED CURRICULUM BREAKDOWN

01

Data Analytics Foundations

Data Analytics Lifecycle, Data Types, Data Sources, Business Questions, Data Collection, Analytics Use Cases

• Data Analytics Lifecycle• Data Types & Data Sources• Business Questions• Data Collection• Analytics Use Cases
02

Spreadsheet Analytics

Excel/Google Sheets, Data Cleaning, Formulas & Functions, Lookup Functions, Pivot Tables, Charts & Dashboards

• Excel / Google Sheets• Data Cleaning• Formulas & Functions• Lookup Functions• Pivot Tables• Charts & Dashboards
03

Data Cleaning & Preparation

Missing Data, Duplicate Data, Data Formatting, Data Validation, Data Transformation, Outlier Detection

• Missing Data & Duplicate Data• Data Formatting• Data Validation• Data Transformation• Outlier Detection
04

SQL & Database Analytics

SQL Fundamentals, Filtering & Sorting, Aggregations, GROUP BY, JOINs, Subqueries, CASE Statements, Business Queries

• SQL Fundamentals• Filtering & Sorting• Aggregations & GROUP BY• JOINs & Subqueries• CASE Statements & Business Queries
05

Exploratory Data Analysis

Descriptive Statistics, Mean/Median/Mode, Percentages & Ratios, Trend Analysis, Correlation, Pattern Detection, Anomaly Detection

• Descriptive Statistics• Mean / Median / Mode• Percentages & Ratios• Trend Analysis & Correlation• Pattern Detection & Anomaly Detection
06

Sales & Customer Analytics

Sales Analysis, Customer Segmentation, Customer Behavior, Product Performance, Regional Analysis, Conversion Analysis, Customer Retention

• Sales Analysis• Customer Segmentation & Behavior• Product Performance• Regional Analysis• Conversion Analysis & Customer Retention
07

Financial & Operational Analytics

Revenue & Profit, Cost Analysis, Profit Margins, Budget vs Actual, Variance Analysis, Financial KPIs, Inventory & Operations Analytics

• Revenue & Profit• Cost Analysis & Profit Margins• Budget vs Actual & Variance Analysis• Financial KPIs• Inventory & Operations Analytics
08

Data Visualization & Dashboards

Visualization Principles, Chart Selection, KPI Cards, Dashboard Design, Interactive Dashboards, Data Storytelling, Client-Ready Reports

• Visualization Principles• Chart Selection & KPI Cards• Dashboard Design• Interactive Dashboards• Data Storytelling & Client-Ready Reports
09

Business Reporting & Insights

P&L Reports, Sales Reports, Balance Sheets, KPI Analysis, Business Problem Identification, Insight Generation, Business Recommendations, Stakeholder Presentation

• P&L Reports & Sales Reports• Balance Sheets & KPI Analysis• Business Problem Identification• Insight Generation & Recommendations• Stakeholder Presentation
010

Advanced Analytics & AI-Assisted Analysis

Growth Analysis, Month-over-Month Analysis, Moving Averages, Forecasting, Scenario Analysis, What-If Analysis, Automated Reporting, AI-Assisted Analytics

• Growth & MoM Analysis• Moving Averages & Forecasting• Scenario & What-If Analysis• Automated Reporting• AI-Assisted Analytics
011

Analytics Projects & Case Studies

Sales Analytics, Customer Analytics, Marketing Analytics, HR Analytics, Financial Analytics, Operations Analytics, Business Case Studies, End-to-End Analytics Project

• Sales & Customer Analytics• Marketing & HR Analytics• Financial & Operations Analytics• Business Case Studies• End-to-End Analytics Project