Advanced Data Analytics Course - Train Point Institute
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Advanced Data Analytics Course

This course equips technically strong professionals with advanced, business‑ready data analytics capabilities using Excel, Power BI, and SQL. Participants learn to build automated data workflows, design enterprise‑grade dashboards, apply analytical thinking to real business problems, and create portfolio‑ready projects that demonstrate their readiness for higher‑level analytical roles.

Course Overview

This intensive course equips professionals with practical, business-ready data analytics skills using Excel, Power BI, and SQL. Participants learn to build automated data workflows, design professional dashboards, and transform raw data into actionable business insights. The program is hands-on and project-driven, culminating in a portfolio-ready analytics solution.

  • Apply advanced Excel formulas, dynamic arrays, and pivot tables for business analysis.
  • Build automated ETL pipelines using Power Query.
  • Design Power BI data models and dashboards with DAX-driven KPIs.
  • Use SQL to extract, clean, and prepare data for analytics workflows.
  • Deliver end-to-end analytics solutions integrating SQL, Excel, and Power BI.
  • Communicate insights using clear visual storytelling and business-focused dashboards.

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Why Advanced Data Analytics Matter for Teams

Advanced data analytics enables teams to transform data into actionable insights that support smarter and faster business decisions. By leveraging tools like Excel, SQL, and Power BI, teams can improve efficiency, automate workflows, and drive measurable impact.

  • Faster decisions through real-time insights
  • Improved efficiency by identifying bottlenecks
  • Automated reporting reduces manual work
  • Better collaboration with shared KPIs and dashboards

Stronger strategy using data-driven forecasting

Who Should Enroll?

This course is designed for:

  • Analysts, engineers, consultants, and business professionals with strong technical aptitude.
  • Individuals looking to transition into data analytics or business intelligence roles.
  • Professionals aiming to enhance their analytical toolkit for career advancement.
  • Teams or individuals who want to build portfolio‑ready analytics projects.

What You'll Learn

DAY 1 — Advanced Excel for High Impact Business Analytics

Module 1: Advanced Analytical Thinking in Excel

• Translating business questions into analytical workflows
• Structuring datasets for accuracy and scalability
• Understanding data types, data quality, and analytical readiness

Module 2: Mastering Advanced Excel Functions

• Modern lookups: XLOOKUP, XMATCH, INDEX‑MATCH
• Conditional logic: IF, IFS, SWITCH
• Aggregation functions: SUMIFS, COUNTIFS, AVERAGEIFS
• Text/data cleaning: TEXTSPLIT, TEXTAFTER, TRIM, CLEAN
• Dynamic arrays: FILTER, UNIQUE, SORT, SEQUENCE

Module 3: Pivot Table Power Skills

• Multi‑layered pivot tables for deep insights
• Calculated fields and items
• Grouping strategies (dates, bins, categories)
• Pivot charts and slicers for interactive reporting

Module 4: Excel for Business Modeling

• Scenario planning and sensitivity analysis
• KPI engines and reusable calculation blocks
• Structured models for finance, operations, marketing

Portfolio Output (Day 1)

A polished Excel workbook demonstrating advanced formulas, pivot‑based analytics, and a structured KPI model.

DAY 2 — Power BI + Power Query for Enterprise Level Analytics

Module 5: Power Query for ETL Automation

• Building repeatable data pipelines
• Merging, appending, shaping, unpivoting
• Data cleaning and transformation best practices
• Parameterized queries and automation patterns
• Practical M‑language understanding

Module 6: Power BI Data Modeling

• Star schema design and relationship management
• Import vs. DirectQuery
• Dataflows and shared datasets
• Performance optimization

Module 7: DAX for Business Intelligence

• Core DAX patterns: CALCULATE, FILTER, ALL, VALUES
• Time intelligence: YTD, MTD, rolling averages, YoY
• KPI frameworks and metric layers
• Debugging DAX and avoiding common pitfalls

Module 8: Visual Analytics & Storytelling

• Designing dashboards that answer business questions
• Choosing visuals that drive decisions
• Advanced features: bookmarks, drill‑through, tooltips, field parameters
• Dashboard navigation and UX design

Portfolio Output (Day 2)

A professional Power BI dashboard with automated Power Query pipelines, a clean semantic model, and DAX‑driven KPIs.

DAY 3 — SQL + Integrated Analytics + Capstone

Module 9: SQL for Analysts (Practical, Business Focused)

• Querying real business datasets
• Window functions, CTEs, grouping sets
• Data cleaning with SQL: deduplication, missing values
• Join strategies and performance considerations
• Writing SQL that feeds Excel/Power BI models

Module 10: End to End Analytics Workflow

• SQL → Power Query → Power BI/Excel integration
• Designing repeatable analytics pipelines
• When to use SQL vs. Power Query vs. Excel vs. DAX
• Building unified semantic layers

Why study with Train Point Institute?

We redefine Training by focusing on practical skills and real-world relevance. Here’s why we stand out as your ideal partner in professional development:

Certifications

Participants will receive a prestigious certificate upon completion.

Frequently Asked Questions

Who should attend this course?
Professionals, analysts, engineers, and business users who want to develop advanced data analytics skills using Excel, Power BI, and SQL.
What prerequisites are required?
Participants should have basic knowledge of Excel and general familiarity with working with business data.
What tools will be covered?
The course covers Advanced Excel, Power Query, Power BI, and SQL for modern analytics workflows.
Is the training practical or theoretical?
The program is highly hands-on, with practical exercises and real-world datasets.
Will participants complete any projects?
Yes, participants will create portfolio-ready analytics projects, including dashboards and a final capstone solution.
Will a certificate be provided?
Yes, participants who complete the course will receive a certificate of completion.

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