Python Foundations + AI102

Course Description

SkillDynamo’s Python Foundations + AI102 course develops practical, role-relevant capability in combining Python programming foundations with the skills needed to develop and integrate Azure AI solutions aligned with AI-102 scenarios. The learning path moves from essential concepts and design decisions to implementation, validation, troubleshooting, and operational use.

Learners work through realistic scenarios, guided demonstrations, applied exercises, and evidence-based reviews. Each topic is connected to workplace responsibilities, common risks, quality checks, and measurable business outcomes.

The course supports professionals who need to build dependable skills, explain their decisions clearly, identify failure points, and create an actionable improvement plan for future projects.

What You Will Learn

• Write Python programs using variables, control flow, functions, and modules
• Work with collections, files, exceptions, packages, and virtual environments
• Use NumPy and pandas for data preparation and analysis
• Call REST APIs and Azure SDKs securely from Python
• Implement Azure AI language, vision, speech, and document solutions
• Develop generative-AI applications using Azure OpenAI patterns
• Apply responsible AI, identity, monitoring, and content-safety controls
• Test, troubleshoot, deploy, and improve an end-to-end AI application

SkillDynamo Training Approach

SkillDynamo delivers this course through instructor-led demonstrations, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, solution reviews, and a final improvement plan. Learners repeatedly practice planning, implementation, evidence collection, testing, correction, and communication so the skills can be transferred confidently into real workplace situations.