IBM DATA ANALYST PROFESSIONAL CERTIFICATE

A bunch of mostly unrelated tools and code samples that may help the Cognos administrator, modeler, or report developer.

Business challenge that requires building a data platform for retailer data analytics.

Visualize customer insights with business data for product performance analysis

IBM Data Analyst Professional Capstone project

Using Discovery data in Cognos Analytics

This project goal is to design a Data Platform for retail Data Analytics.

Introduction to Data Warehousing

Analytical E-Commerce Dashboard made with IBM Cognos Analytics

Data Analysis Project to earn the certification of "IBM Data Analyst" based on the analysis of different sources of data related to the current and future IT trends, as programming languages, databases, platforms and demographic information.

I have utilized skills from the IBM Data Analyst Professional Certificate to address real-world business challenges as Associate Data Analysts..

Analytical E-Commerce Dashboard made with IBM Cognos Analytics

Automating Data Storytelling with Cognos Analytics

Practical exercises and resources from the 9-course IBM Data Analyst Professional Certificate program, featuring core data skills with Python, Cognos Analytics, and end-to-end capstone project

As part of our expansion strategy, we are preparing to open a new used car sales branch in Mississauga, Ontario. To ensure data-driven decision-making, we analyzed historical sales data from our Toronto branch using SPSS Modeler and Cognos. This analysis helps us understand key market trends and determine pricing strategies.

This project is about to design a reporting dashboard that reflects the key metrics of the business.

IBM Data Engineering Professional Certificate Capstone

End-to-end data engineering pipeline built as the capstone for the IBM Data Engineering Professional Certificate. Involves OLTP, NoSQL, Data Warehousing, ETL, Airflow automation, BI dashboards, and Spark ML.

Placement Analysis, NaanMudhalvan Project guided by SmartInternz

Data visualization project analyzing automotive sales, recalls, and customer sentiment using IBM Cognos Analytics. Features KPIs, treemaps, heatmaps, and advanced visual storytelling techniques.