Master the complete data workflow: Excel, Python (Pandas, NumPy), SQL, visualization, and interactive dashboards. Build business-ready analytics skills and tell compelling stories with data.
Modules
Projects
Portfolio
PostgreSQL
Learn the full analytics pipeline: from business problem framing to interactive dashboards. Gain hands-on experience with the tools that drive data-driven decisions.
Pivot tables, dashboards, and business reporting.
Cleaning, transformation, aggregation – the core engine.
Queries, aggregations, joins – extract insights.
Seaborn, Matplotlib, Streamlit dashboards.
From data thinking to portfolio – each module builds real analytics skills.
What data analysts do, problem framing, business impact.
Pivot tables, dashboards, reporting – foundation job skill.
Basic Python for analysis – variables, loops, functions.
Cleaning, transformation, aggregation – data wrangling.
Arrays, vector operations, axis logic for performance.
Queries, aggregations, joins – database skills.
Seaborn (primary), Matplotlib (support) – visual storytelling.
Patterns, correlations, insights – uncover the story.
Dashboards, interactive reports, data storytelling apps.
KPIs, metrics, decision making – drive business value.
Sales analysis, customer analysis, business dashboard app.
Case studies, GitHub, job preparation.
Sponsors & mentors receive updates via email.
Consistent evaluation and accountability.
Top projects celebrated and featured.
Showcase projects publicly, get ratings.
Professional resume creation support.
Real projects that build practical experience.
Outstanding projects may be showcased.
Curriculum designed for worldwide industry needs.
Join Viltx Academy and build a portfolio that proves you can analyze, visualize, and drive decisions with data.
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