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1\ufe0f\u20e3 Overview<\/p>\n
\nThe DataLunch Data Analyst Bootcamp is a comprehensive, hands-on training program designed to transform beginners and early-career professionals into job-ready data analysts.\n<\/p>\n
Over 12 intensive weeks, participants master:<\/strong><\/p>\n\n- SQL for data extraction and querying<\/li>\n
- Power BI for business intelligence and dashboards<\/li>\n
- Python for data analysis and automation<\/li>\n
- End-to-end analytics workflows<\/li>\n
- Real-world data projects<\/li>\n<\/ul>\n
\nThis bootcamp focuses on applied learning \u2014 not theory alone. Every concept is reinforced through practical datasets, business case studies, and capstone-level deliverables.\n<\/p>\n
2\ufe0f\u20e3 Who This Bootcamp Is For<\/p>\n
This program is ideal for:<\/strong><\/p>\n\n- Career changers entering data analytics<\/li>\n
- Business professionals seeking technical upskilling<\/li>\n
- Finance, operations, and marketing analysts<\/li>\n
- Recent graduates pursuing analytics careers<\/li>\n
- Entrepreneurs who want to make data-driven decisions<\/li>\n
- Professionals preparing for data-focused roles<\/li>\n<\/ul>\n
\nNo advanced technical background required \u2014 structured progression is built into the program.\n<\/p>\n
3\ufe0f\u20e3 What You Will Learn<\/p>\n
The bootcamp progresses in three major phases:<\/p>\n
\ud83d\udd37 Phase 1 \u2014 SQL for Data Analysis (Weeks 1\u20134)<\/p>\n
Core Skills Covered<\/strong><\/p>\n\n- SQL fundamentals and relational databases<\/li>\n
- SELECT, WHERE, GROUP BY, ORDER BY<\/li>\n
- Joins (Inner, Outer, Cross)<\/li>\n
- Subqueries and CTEs<\/li>\n
- Window functions<\/li>\n
- Data aggregation and KPI calculation<\/li>\n
- Query performance and optimization<\/li>\n
- Indexing and execution plans<\/li>\n<\/ul>\n
Business Applications<\/strong><\/p>\n\n- Extracting business data from structured databases<\/li>\n
- Cleaning and transforming datasets<\/li>\n
- Creating analytical summaries directly in SQL<\/li>\n
- Building efficient production-level queries<\/li>\n<\/ul>\n
\ud83d\udd37 Phase 2 \u2014 Power BI for Business Intelligence (Weeks 5\u20138)<\/p>\n
Core Skills Covered<\/strong><\/p>\n\n- Data connections (Excel, SQL, APIs)<\/li>\n
- Data modeling and relationships<\/li>\n
- Power Query (data transformation)<\/li>\n
- DAX fundamentals and advanced measures<\/li>\n
- Time intelligence calculations<\/li>\n
- Dashboard design principles<\/li>\n
- Advanced visualizations<\/li>\n
- Publishing and sharing reports<\/li>\n<\/ul>\n
Business Applications<\/strong><\/p>\n\n- Building executive dashboards<\/li>\n
- Creating KPI tracking systems<\/li>\n
- Designing interactive reports<\/li>\n
- Forecasting and trend analysis<\/li>\n<\/ul>\n
\ud83d\udd37 Phase 3 \u2014 Python for Data Analytics (Weeks 9\u201312)<\/p>\n
Core Skills Covered<\/strong><\/p>\n\n- Python fundamentals for analytics<\/li>\n
- Pandas for data manipulation<\/li>\n
- NumPy for numerical computing<\/li>\n
- Data cleaning and transformation<\/li>\n
- Exploratory Data Analysis (EDA)<\/li>\n
- Data visualization (Matplotlib \/ Seaborn)<\/li>\n
- Automation scripts<\/li>\n
- Introduction to analytical modeling<\/li>\n<\/ul>\n
Business Applications<\/strong><\/p>\n\n- Cleaning messy real-world datasets<\/li>\n
- Performing advanced data exploration<\/li>\n
- Automating repetitive data tasks<\/li>\n
- Building analytical workflows<\/li>\n<\/ul>\n
Course Outcomes<\/p>\n
By the end of the bootcamp, participants will:<\/strong><\/p>\n\n- Extract and manipulate data using SQL<\/li>\n
- Build enterprise-grade dashboards in Power BI<\/li>\n
- Analyze and transform data using Python<\/li>\n
- Apply data analytics frameworks to business problems<\/li>\n
- Design and present executive-ready insights<\/li>\n
- Build a professional analytics portfolio<\/li>\n<\/ul>\n
\nGraduates leave with job-ready technical and analytical skills.\n<\/p>\n<\/div>\n
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