AI Data Fundamentals
Completed by Soumyadip Sarkar on September 15, 2025
Verified learner ·
Badge ID: S5KJ4Fq9SZ-SieBavRmfeg
About this Badge
Build a foundation in AI-driven software, systems thinking, and LLMOps.
Learning objectives
- Utilize AI and LLMs to enhance software development processes, including testing, documentation, and dependency management.
- Apply systems thinking to analyze complex systems, identify interconnections, and generate innovative solutions.
- Develop and deploy custom LLMs using supervised tuning pipelines for specific applications.
- Design and implement sophisticated software systems and databases using AI-driven insights and established design patterns.
Skills learned
- Artificial Intelligence and Machine Learning (AI/ML)
- Software Development Tools
- Software Development Methodologies
- Dependency Analysis
- Complex Problem Solving
- Google Cloud Platform
- System Design and Implementation
- Large Language Modeling
- Consultative Approaches
- Rapport Building
- Code Review
- Cultural Sensitivity
- Secure Coding
- Application Deployment
- Artificial Intelligence
- Diversity Awareness
- Software Design Patterns
- Stakeholder Engagement
- Generative AI
- Decision Making
- Critical Thinking
- Supervised Learning
- Organizational Change
- Strategic Thinking
- Performance Tuning
- Technical Documentation
- Software Versioning
- Prompt Engineering
- API Design
- Safety and Security
- Machine Learning
- Collaborative Software
- Kubernetes
- ChatGPT
- Maintainability
- Systems Thinking
- Program Development
- Collaboration
- Debugging
- Data Processing
- Security Testing
- Database Systems
- Database Design
- Data Pipelines
- Data Transformation
- Software Documentation
- Software Architecture
- Data Visualization
- Software Testing
- Communication
- Software Engineering
- Software Development
- Project Management
- Analysis
- MLOps (Machine Learning Operations)
- Application Programming Interface (API)
- Skills section collapsed. Showing 6 of 56 skills.
Learning content completed
Some of the content and skills presented have been contributed by the content provider.