What will you learn in Data Analyst Certification Course
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Master core data analysis concepts: statistics, hypothesis testing, and EDA
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Gain proficiency in SQL for querying relational databases
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Analyze and visualize data using Python (Pandas, Matplotlib) and Excel
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Build interactive dashboards with Power BI and Tableau
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Apply basic machine learning techniques for prediction and clustering
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Prepare for roles like Data Analyst, BI Analyst, and Reporting Specialist
Program Overview
Module 1: Statistics & Exploratory Data Analysis
⏳ 2 weeks
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Topics: Descriptive statistics, distributions, outliers, summary metrics
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Hands-on: Perform EDA on real datasets to uncover trends and anomalies
Module 2: SQL for Data Analytics
⏳ 2 weeks
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Topics: SELECT, JOINs, subqueries, window functions, CTEs
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Hands-on: Query a sales database to generate customer and product insights
Module 3: Python for Data Analysis
⏳ 2 weeks
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Topics: Pandas dataframes, data cleaning, groupbys, merging datasets
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Hands-on: Clean and transform survey data, then visualize key findings
Module 4: Data Visualization with Power BI
⏳ 1 week
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Topics: Data modeling, DAX basics, report design, custom visuals
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Hands-on: Build a sales performance dashboard with filters and slicers
Module 5: Data Visualization with Tableau
⏳ 1 week
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Topics: Tableau interface, calculated fields, parameters, story points
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Hands-on: Create an interactive executive dashboard with drill-downs
Module 6: Advanced Analytics & Machine Learning
⏳ 2 weeks
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Topics: Regression, classification basics, clustering (K-means), model evaluation
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Hands-on: Develop and compare predictive models on a marketing dataset
Module 7: Excel for Data Analysis
⏳ 1 week
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Topics: PivotTables, Power Query, advanced formulas, data validation
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Hands-on: Automate monthly reporting using Power Query and macros
Module 8: Capstone Project & Presentation
⏳ 2 weeks
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Topics: End-to-end analysis, storytelling, business recommendations
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Hands-on: Conduct a full data analysis project and present insights with dashboards
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Job Outlook
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Data Analysts are in high demand across finance, healthcare, retail, and tech
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Typical roles: Data Analyst, BI Analyst, Reporting Specialist, Analytics Consultant
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Salaries range from $70,000 to $110,000+ depending on region and skills
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Strong growth in remote and contract opportunities for freelance analysts
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