Lecture 14: PPT Intelligent Generation Skill Development

Master PPT automated generation skills, achieve one-click conversion from content to presentations, improve reporting material production efficiency by 10x.

1. Scenario Analysis

1.1 User Pain Points

Creating PPT is one of the most time-consuming tasks in the workplace:

• Difficult content organization: Have data but don't know how to organize into a clear presentation structure
• Tedious layout design: Adjusting fonts, colors, alignment consumes a lot of time
• Complex chart creation: Converting Excel data to visualizations has many steps
• Inconvenient template application: Can't find suitable template, or don't know how to use template
• Much repetitive work: Weekly/monthly routine reports have similar formats but need to be redone

1.2 Typical Application Scenarios

Scenario	Requirements	Skill Value
Data Reporting	Auto convert sales/financial data to reporting PPT	One-click generation, auto charts
Meeting Materials	Auto generate meeting PPT based on agenda	Structured content organization
Product Introduction	Generate introduction PPT from product documents	Intelligent content extraction
Training Materials	Convert text materials to training course PPTs	Auto page break and image matching
Project Summary	Generate summary PPT from project documents	Key information extraction

2. Core Function Design

2.1 Skill Function Architecture

📊 PPT Intelligent Generator
├── Content Generation
│   ├── Outline generation
│   ├── Content expansion
│   ├── Title optimization
│   └── Key point extraction
├── Template Application
│   ├── Template selection
│   ├── Theme colors
│   ├── Font settings
│   └── Layout matching
├── Chart Insertion
│   ├── Excel data import
│   ├── Chart type recommendation
│   ├── Data visualization
│   └── Chart beautification
├── Multimedia Processing
│   ├── Image insertion
│   ├── Image layout
│   ├── Icon addition
│   └── Shape drawing
└── Batch Operations
    ├── Batch replace
    ├── Format uniform
    ├── Page number addition
    └── Master update

2.2 Technology Selection

Core tech stack for PPT processing:

Function	Python Library	Description
PPT Operations	python-pptx	Create, modify PPT
Chart Generation	matplotlib / plotly	Generate data charts
Image Processing	Pillow	Image crop, resize
Content Generation	Large model API	Generate copy

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3. Technical Implementation