Data Analyst
Turn raw business and research data into actionable visual insights and metrics.
About this track
Data analysts bridge the gap between numbers and informed decisions. This applied specialization equips you with the complete analytical toolkit: querying databases with SQL, wrangling and cleaning real-world datasets with Python and Pandas, applying statistical analysis, creating publication-ready visualizations with Matplotlib/Seaborn, and conducting deep exploratory data analysis (EDA) to produce executive findings.
Learning modules
- 1The analytical process: Formulating questions & metrics framework
- 2SQL for data analysis: Querying, filtering, aggregations, JOINs & CTEs
- 3Python for analytics: Core syntax, data structures & environment setup
- 4Numerical operations and array fundamentals with NumPy
- 5Data manipulation & cleaning with Pandas (Series, DataFrames, Missing data)
- 6Applied statistics: Measures of central tendency, spread, correlation & distributions
- 7Data visualization: Chart selection, formatting & Matplotlib/Seaborn dashboards
- 8Exploratory Data Analysis (EDA): Spotting trends, anomalies & relationships
- 9Business intelligence metrics, KPI calculations & reporting frameworks
- 10Capstone: Comprehensive data analysis report on real business or research datasets
Outcomes
- Extract, join, and aggregate tabular data efficiently using SQL
- Clean, reshape, and transform messy real-world datasets using Pandas
- Compute descriptive and inferential statistics to validate hypotheses
- Create clear, compelling visual chart dashboards for decision-makers
- Deliver professional exploratory analysis reports with actionable conclusions
Indicative Career Directions & Pathways
These represent real-world industry pathways aligned with this curriculum. Outcomes depend on individual dedication, hands-on practice, and portfolio building (no guaranteed job placement).
Turn raw business and research data into actionable visual insights and metrics.
Join Data Analyst
- 5 months
- Beginner to Intermediate
- Live Online Classes
- One-to-one or cohort batches
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Ready to start your learning journey?
Apply today and our admissions team will review your application and guide you through the next steps.