Data Analytics Course Curriculum & Syllabus at techcadd

Data analytics is one of the most in-demand skills in every data-driven industry. This Data Analytics Training in Amritsar programme takes learners from basic Excel and SQL concepts to advanced Power BI modelling, dashboard design, Python for analytics, and a business case capstone.

The curriculum covers Advanced Excel, lookup and dynamic arrays, pivot modelling, Power Query, SQL joins and aggregation, subqueries and CTEs, window functions, data cleaning, deduplication, validation rules, descriptive statistics, Power BI modelling, star schema, DAX measures, row-level security, dashboard design, Python for analytics, Pandas workflows, automated reporting, and a business case capstone. Each module is taught with practical examples and real datasets.

Learners build real-world projects including a sales performance dashboard, customer cohort analysis, and an automated weekly report. The programme is fully project-driven, helping learners create a portfolio that demonstrates their data analytics skills to employers. You can also review our Data Analytics course in Amritsar for related skills.

The Data Analytics course covers a wide range of concepts and practical topics, including:

Module 1 — Advanced Excel

• Lookup and dynamic arrays

• Pivot modelling

• Power Query

Module 2 — SQL for Analysts

• Joins and aggregation

• Subqueries and CTEs

• Window functions

Module 3 — Data Cleaning

• Deduplication

• Type and unit fixes

• Validation rules

Module 4 — Descriptive Statistics

• Central tendency

• Variance and outliers

• Trend and seasonality

Module 5 — Power BI Modelling

• Star schema

• DAX measures

• Row-level security

Module 6 — Dashboard Design

• Layout hierarchy

• Chart choice

• Interaction patterns

Module 7 — Python for Analytics

• Pandas workflows

• Automated reporting

• Chart generation

Module 8 — Business Case Capstone

• KPI definition

• Insight write-up

• Presentation

Each topic is reinforced with hands-on exercises and mini-projects. Learners practice on real datasets and build dashboards and reports that mirror actual business requirements.

The programme is structured to take learners from zero analytics background to confident data analysts. By the end, learners are able to clean data, query databases, build dashboards, and present insights independently. You can also explore our Data Analytics course in Amritsar for the full curriculum.

The programme introduces the complete data analytics workflow, from data extraction and cleaning to SQL querying, statistical analysis, Power BI modelling, dashboard design, and business case presentation. Learners explore the practical analyst toolkit in the order a business actually uses it.

The curriculum includes topics such as Advanced Excel, SQL joins, subqueries, CTEs, window functions, data cleaning, descriptive statistics, Power BI modelling, DAX measures, row-level security, dashboard design, chart choice, Python for analytics, Pandas workflows, automated reporting, KPI definition, and insight presentation. Learners also work on real datasets and build portfolio projects.

This course prepares learners for roles such as Data Analyst, Business Analyst, MIS Executive, Reporting Analyst, and Dashboard Developer. Data analytics skills are highly valuable in finance, retail, healthcare, and IT industries, and the programme includes interview preparation and portfolio development. You can also explore our Data Analytics course in Amritsar to broaden your career options.

Explore the Data Analytics course curriculum and syllabus at techcadd and build practical knowledge in Excel, SQL, Power BI, Tableau, Python, data cleaning, dashboard design, and automated reporting. This programme is designed for learners who want to work with real business data, build dashboards, and create a job-ready portfolio.

The course combines classroom training with guided projects, capstone work, and portfolio development. Learners get step-by-step guidance from experienced trainers and work on practical assignments that mirror industry requirements. You can also join our Data Analytics course in Amritsar to expand your analytics expertise.

Whether you are a student, a working professional, or someone looking to switch careers, this course gives you the foundation and confidence to step into data analyst, business analyst, and reporting roles. Enrollment is open now with limited seats per batch.

Stay updated with the latest tips, tutorials, and industry insights on data analytics. Our blog covers practical guides on Excel, SQL, Power BI, Tableau, Python, data cleaning, dashboard design, and real-world analytics project strategies.

These articles are written by our trainers and industry experts to help learners revise concepts, explore new tools, and keep pace with current analytics trends. Whether you are a beginner or an experienced professional, the blog offers valuable resources to strengthen your skills.

New posts are published regularly and cover real-world examples, project ideas, and interview questions. Bookmark this section and check back often for fresh content on data analytics and business intelligence. For related learning, see our Data Analytics course in Amritsar.