AI Builder Models: Form Processing, Object Detection, Prediction - SkilBrill

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Home - Lessons - PowerApps Training - Module 11 — Advanced PowerApps and Copilot Integration - AI Builder Models: Form Processing, Object Detection, Prediction

PowerApps Training AI Builder Models: Form Processing, Object Detection, Prediction

PowerApps Training

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Module 1 — PowerApps Foundations and Canvas App Architecture

Power Platform Ecosystem and PowerApps Licensing Models

Canvas App Architecture: Screens, Controls, and Component Library

Data Sources and Connectors: SharePoint, Dataverse, Excel, SQL, REST APIs

App Lifecycle, Versioning, Publishing, and Responsive Design

Module 2 — Canvas App UI/UX and Advanced Controls

Building Responsive Layouts with Galleries, Forms, and Data Tables

Advanced Controls: Dropdowns, Combo Boxes, Charts, Maps, Media

Custom Components, Reusable UI Patterns, and Component Libraries

Themes, Branding, and Performance Optimization for Large Datasets

Module 3 — Dataverse, Data Modelling and Security

Dataverse Architecture, Tables, Relationships, and Business Rules

Designing Security Roles, Business Units, and Field-Level Security

Choice Columns, Calculated Fields, Roll-Up Fields, and Validation

Importing, Exporting, and Migrating Dataverse Data

Module 4 — PowerApps Formulas and Logic

Power Fx Fundamentals: Variables, Collections, and Context

Advanced Formulas: LookUp, Filter, GroupBy, ForAll, Patch, Collect

Error Handling, Notifications, and User Feedback Mechanisms

Working with Dates, Strings, Tables, and Debugging Techniques

Module 5 — Model-Driven Apps and Dynamics 365 Integration

Model-Driven App Design: Sitemaps, Forms, Views, and Dashboards

Business Process Flows, Form Scripts, and Command Bar Customizations

Dynamics 365 Integration Patterns and Extensibility Options

Power Apps Component Framework (PCF) Introduction

Module 6 — Power Automate Integration and Business Process Automation

Calling Flows from PowerApps and Passing Parameters

Approval Workflows, Notifications, and Scheduled Automations

Handling Errors, Retries, and Transactional Consistency

Custom Connectors, Monitoring, and Governance of Integrated Solutions

Module 7 — Connectors, APIs and Custom Connectors

Standard, Premium, and Custom Connectors Overview

Building and Registering Custom Connectors with OpenAPI

Authenticating with OAuth, API Keys, and Azure AD

Handling Pagination, Rate Limits, and Testing Connectors

Module 8 — ALM, Governance and Admin Center

Environment Strategy: Dev, Test, UAT, and Production

Solutions, Managed/Unmanaged Layers, and Dependency Management

Power Platform Admin Center: Analytics, Quarantine, DLP Policies

Data Loss Prevention, Backup, Restore, and Disaster Recovery

Module 9 — Performance Tuning and Troubleshooting

App Performance Diagnostics and Loading Optimization

Delegation Limits and Strategies for Large Data Sources

Network Tracing, Monitor Tool, and Session Diagnostics

Caching Strategies, Offline Capabilities, and Resolution Patterns

Module 10 — Real-World Projects and Interview Preparation

Building an Employee Self-Service Portal End-to-End

Inventory Management and Approval Workflow App

Customer Service Ticket Tracking System

Portfolio Presentation, Interview Questions, and Resume Building

Module 11 — Advanced PowerApps and Copilot Integration

AI Builder Models: Form Processing, Object Detection, Prediction

Integrating Copilot and AI Capabilities into Canvas Apps

Natural Language to Formula and AI-Assisted Development

Chatbot Integration and Responsible AI Considerations

Module 12 — Certification and Career Roadmap

PL-900, PL-100, PL-200, and PL-400 Exam Preparation Strategies

Role-Based Career Paths: Developer, Architect, Consultant, Admin

Building a PowerApps Portfolio That Impresses Hiring Managers

Freelancing, Consulting, Full-Time Opportunities, and Community

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