Data Scientist Associate
Validated practical data science skills across exploratory analysis, feature preparation, supervised learning, model evaluation, and communicating analytical findings for business decisions.
Credentials
Credentials that support the way I build.
A focused record of certifications, platform learning, and industry simulations that support my work across data science, analytics, AI tools, and applied problem solving.
Professional certifications
Formal credentials in data science, data engineering, and analytics.
Data Engineer Associate
Covered data engineering foundations including relational modelling, ETL thinking, data validation, SQL workflows, and building structured datasets for reliable downstream analysis.
Google Data Analytics
Developed a full analytics workflow from problem framing and data cleaning through SQL analysis, visualisation, dashboard storytelling, and insight communication for stakeholders.
Platform & tool learning
Focused learning across cloud AI, analytics, and Python workflows.
Microsoft Azure AI Essentials
Built stronger grounding in cloud AI concepts, responsible AI principles, model deployment considerations, and how Azure AI services support practical business applications.
Career Essentials in Data Analysis
Strengthened business analytics foundations across data interpretation, spreadsheet analysis, visual reporting, stakeholder communication, and translating findings into practical recommendations.
Python for Data Analysis
Reinforced Python analysis workflows using pandas data manipulation, exploratory analysis, cleaning logic, notebook investigation, and reusable code for analytics projects.
Industry job simulations
Business facing practice with realistic data and consulting scenarios.
GenAI Powered Data Analytics
This simulation covered AI powered data analytics and strategy for Tata iQ's Financial Services team, including EDA supported by GenAI, delinquency risk modelling logic, and an ethical collections strategy using agentic AI.
Data Science Job Simulation
Applied consulting style data science to a business problem, including hypothesis framing, customer risk analysis, model focused thinking, and presenting recommendations for commercial decision makers.
Data Analytics Job Simulation
Completed a business analytics scenario involving data cleaning, dashboard interpretation, forensic insight development, and concise reporting for operational and client facing stakeholders.
Data Science Job Simulation
Worked through customer analytics for an airline context, including review insight extraction, booking behaviour analysis, predictive modelling concepts, and communicating recommendations led by data.
Data Science Job Simulation
Developed analytics practice for finance contexts across customer segmentation, risk aware problem solving, prioritisation guided by data, and translating model outputs into business actions.
Additional learning
Broader learning that supports practical technical work.
Sustainability Foundations: Core Concepts
Built foundation-level understanding of sustainability concepts, responsible business practices, environmental impact, and how long-term decisions can be evaluated beyond short-term performance.
Practical Git Actions
Strengthened everyday version control practice across repository workflows, branching, commits, collaboration habits, and using Git more confidently in project delivery.
Career Essentials in GitHub Professional Certificate
Developed practical GitHub workflow knowledge across repository management, collaboration, pull requests, project visibility, and using platform tools to support reliable software delivery.
Microsoft Security Essentials
Reviewed core security concepts, Microsoft security tooling, protection strategies, and the role of AI-assisted approaches in improving awareness and response.
Software Development
Reinforced software development fundamentals including structured problem solving, coding workflow, maintainability, and the habits needed to build reliable project work.
Credential gallery
A visual gallery of certificates and simulation completions.
