Data Analyst Bootcamp

Data Analyst

6 weeks · Beginner+ · live + recorded

A hands-on data analytics curriculum covering Excel, SQL, Python (pandas), statistics, BI tools (Tableau, Power BI), dashboard design, and the storytelling skills that get analysts hired — delivered by senior US-based analysts who ship dashboards used by execs every day.

10Core Modules

35+Practical Skills

5+Project Tracks

1:1Career Support

The production stack you'll master

Each tool taught with the workflows and failure modes practitioners actually meet on the job.

01ExcelAdvanced formulas & PivotTables

02SQLPostgreSQL / Snowflake

03PythonPandas, NumPy

04TableauEnterprise BI

05Power BIMicrosoft BI stack

06LookerModern BI / LookML

07dbtAnalytics engineering

08StatsHypothesis testing

09GitNotebook version control

10AirtableLightweight data ops

Foundation modules

First half of the curriculum — core fundamentals and the most common day-to-day skills.

Analytics Foundations

What analysts actually do, the lifecycle of a question, types of data, structured vs. unstructured, the 'so what' framework.

Excel Mastery

Advanced formulas (XLOOKUP, INDEX/MATCH), PivotTables, Power Query, conditional formatting, Excel as a fast prototyping tool.

SQL for Analysts

SELECT, JOIN, aggregates, window functions, CTEs, subqueries, performance basics, PostgreSQL + Snowflake hands-on.

Python & Pandas

Jupyter, data structures, pandas DataFrames, cleaning, merging, group-by, time series, matplotlib basics.

Statistics & Probability

Descriptive stats, distributions, sampling, confidence intervals, hypothesis tests, p-values, A/B test analysis.

FreshersLand your first analyst role with a portfolio of real dashboards and SQL projects.

Excel Power UsersLevel up from spreadsheets to SQL, Python, and modern BI tools.

Career SwitchersMove from finance / ops / marketing into a dedicated data analyst role.

Aspiring DSBuild the analytics foundation that every data scientist needs.

Advanced modules

Second half — production patterns, real-world operations, and the senior-level depth.

Tableau Deep-Dive

Connections, calculated fields, LOD expressions, parameters, dashboard design, publishing to Tableau Server.

Power BI Deep-Dive

Power Query M, DAX measures, data modeling, report design, row-level security, deployment to Power BI Service.

Storytelling with Data

Dashboard layout, chart selection, narrative arcs, executive summaries, before/after data presentations.

Analytics Engineering

Intro to dbt, staging models, tests, documentation, the 'modern data stack' analyst flow.

Capstone Project

End-to-end: pull data, clean it, model it, build a dashboard, present findings to stakeholders.

Hands-on project outcomes

Write complex SQL queries with joins, window functions, and CTEs.
Clean and analyse messy datasets in pandas notebooks.
Build interactive Tableau dashboards with parameters and LOD.
Build DAX-powered Power BI reports with row-level security.
Run A/B test analysis with proper statistical rigor.
Design analytics-engineering models in dbt with tests.
Present findings via clear executive-ready storytelling.
Publish a portfolio of 3+ end-to-end analytics projects.

Course learnings

SQL fluency — the single highest-leverage analyst skill.
Statistical thinking for everyday business questions.
BI tooling (Tableau + Power BI) at production depth.
Modern analytics engineering with dbt and version control.
How to translate vague business asks into precise queries.
Storytelling — turning numbers into decisions.

Career readiness, built in.

techventive.io turns this curriculum into job-ready positioning — project explanation, résumé and LinkedIn rewrites, GitHub portfolio polish, technical interview preparation, and placement-focused guidance through to the offer letter.

Data Analyst
BI Analyst
Analytics Engineer
Marketing Analyst
Operations Analyst
Business Intelligence Developer

Who can apply

Freshers, working professionals, managers, career switchers, and aspirants who want a practical, job-focused path.

Freshers

Excel Power Users

Career Switchers

Aspiring DS