AI Campaign Planning

Master AI-powered campaign forecasting, budget optimization, channel mix modeling, and intelligent orchestration. Learn to plan, execute, and optimize marketing campaigns with data-driven precision — all for free.

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6
Lessons
30+
Examples
~2hr
Total Time
100%
Free

What You'll Learn

By the end of this course, you'll be able to plan and optimize marketing campaigns using AI-powered tools and techniques.

📈

AI Forecasting

Predict campaign outcomes before launch using historical data, market signals, and machine learning models.

💰

Budget Optimization

Allocate marketing budgets across channels and campaigns for maximum ROI using AI-driven optimization.

📊

Channel Mix Modeling

Use AI to determine the optimal mix of marketing channels based on audience, objectives, and budget constraints.

⚙

Campaign Orchestration

Coordinate multi-channel campaigns with AI-powered scheduling, sequencing, and real-time optimization.

Course Lessons

Follow the lessons in order or jump to any topic you need.

Beginner

1. AI Campaign Forecasting

Predict campaign performance using historical data, ML models, and market signals before spending a single dollar.

12 min read →
 Beginner

2. AI Budget Optimization

Use AI to allocate budgets across channels, campaigns, and audiences for maximum return on investment.

15 min read →
 Intermediate

3. Channel Mix Modeling

Build AI-powered media mix models that determine the optimal combination of channels for your objectives.

15 min read →
 Intermediate

4. AI Audience Planning

Use machine learning for audience discovery, lookalike modeling, and optimal targeting strategies.

12 min read →
 Intermediate

5. Campaign Orchestration

Coordinate multi-channel campaigns with AI scheduling, cross-channel sequencing, and automated optimization.

15 min read →
 Advanced

6. Optimization & Testing

Master AI-powered A/B testing, multi-armed bandits, and continuous optimization for live campaigns.

12 min read →

Prerequisites

What you need before starting this course.

Before You Begin:
  • Experience planning or executing marketing campaigns
  • Understanding of marketing metrics like CPA, ROAS, and conversion rates
  • No prior AI or data science experience required
  • Familiarity with at least one advertising platform (Google, Meta, etc.)