Optimize Campaigns & SEO Using Analytics Data

本课程是 Google Analytics: Data-Driven Marketing Mastery with AI 专项课程的一部分

位教师：Hurix Digital

访问权限由 New York State Department of Labor 提供

9个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

9 小时完成

灵活的计划

自行安排学习进度

9个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

9 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Analyze marketing data to uncover conversion patterns, validate automated insights, and calculate correlations between user behavior and KPIs.
Apply regression analysis to forecast traffic trends, evaluate data variance, and measure seasonal campaign impact with statistical validation.
Optimize SEO performance through keyword analysis, metadata refinement, structured data implementation, and data-driven content improvements.

您将获得的技能

您将学习的工具

Google Analytics

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

20 任务¹

AI 评分请参见免责声明

授课语言：英语（English）

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积累特定领域的专业知识

本课程是 Google Analytics: Data-Driven Marketing Mastery with AI 专项课程专项课程的一部分

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该课程共有9个模块

Data-driven marketing is essential for turning insights into measurable business growth. This course teaches you to analyze user behavior, forecast traffic trends, optimize SEO, and improve campaign ROI using Google Analytics and attribution models.

You will learn to segment behavioral data to uncover conversion patterns, apply regression analysis for traffic forecasting, implement technical SEO improvements, and evaluate cross-channel campaign performance. No coding experience is required—you will gain practical skills in statistical analysis, keyword research, and performance optimization that apply directly to real marketing challenges. By the end of this course, you will confidently validate automated insights, identify high-impact content opportunities, calculate correlations between user actions and conversions, and present data-driven recommendations that support budget decisions. These skills help marketers move from executing campaigns to driving strategic growth.

You will learn the fundamentals of behavioral data analysis, learning to segment user datasets, identify conversion patterns, and calculate statistical correlations that drive marketing optimization decisions.

涵盖的内容

3个视频1篇阅读材料2个作业

3个视频总计10分钟

Why Behavioral Analytics Transforms Marketing Success 2分钟
Statistical Correlation Analysis for Marketing Insights 4分钟
Creating Conversion Funnel Visualizations in Google Analytics4分钟

1篇阅读材料总计10分钟

Understanding Behavioral Data Fundamentals for Marketing Analytics 10分钟

2个作业总计14分钟

Build Comprehensive Conversion Funnel Analysis Report 10分钟
Behavioral Data Analysis Knowledge Check 4分钟

You will learn the systematic evaluation of automated marketing intelligence systems, learning to validate alert accuracy, assess insight quality, and optimize monitoring rules for reliable, actionable marketing intelligence.

涵盖的内容

3个视频1篇阅读材料3个作业

3个视频总计20分钟

Validation Methodologies for Marketing Intelligence Accuracy 5分钟
Google Analytics Insights System Audit Walkthrough3分钟
Advanced System Evaluation Techniques for Marketing Intelligence 12分钟

1篇阅读材料总计6分钟

Automated Insight Systems: Components and Evaluation Framework 6分钟

3个作业总计18分钟

Course Mastery Assessment: Marketing Data Analysis and System Evaluation 2分钟
Complete Automated System Audit and Optimization Project 12分钟
Automated System Evaluation Knowledge Check 4分钟

You will learn the foundational skills of statistical forecasting by learning regression analysis techniques and applying them to real marketing traffic data to predict future performance and isolate seasonal campaign impacts.

涵盖的内容

3个视频1篇阅读材料1个作业

3个视频总计12分钟

Why Traffic Forecasting Transforms Marketing Strategy3分钟
Understanding Regression Analysis for Traffic Prediction6分钟
Building Your First Traffic Forecasting Model in Python3分钟

1篇阅读材料总计5分钟

Statistical Modeling Fundamentals for Marketing Analytics5分钟

1个作业总计3分钟

Traffic Forecasting Fundamentals Knowledge Check3分钟

You will learn systematic data validation techniques by learning to identify and analyze discrepancies between real-time and historical analytics data, ensuring data integrity for reliable marketing decisions.

涵盖的内容

3个视频2篇阅读材料2个作业

3个视频总计15分钟

Why Data Validation Prevents Million-Dollar Marketing Mistakes3分钟
Understanding Data Variance and Quality Assurance in Marketing Analytics9分钟
Implementing Automated Data Validation with Python3分钟

2篇阅读材料总计10分钟

Data Quality Framework for Marketing Analytics Validation6分钟
Building Variance Analysis Systems with Python and SQL4分钟

2个作业总计20分钟

Forecast and Validate Your Marketing Traffic15分钟
Data Validation & Variance Analysis Knowledge Check5分钟

You will learn systematic keyword performance analysis by examining metrics across multiple analytics platforms to uncover high-impact content optimization opportunities.

涵盖的内容

3个视频1篇阅读材料2个作业

3个视频总计15分钟

Why Keyword Data Analysis Drives Marketing Success3分钟
Understanding Keyword Performance Metrics and Analysis Framework6分钟
Step-by-Step Keyword Performance Analysis Workflow6分钟

1篇阅读材料总计7分钟

Advanced Analytics Integration for Keyword Performance Insights7分钟

2个作业总计18分钟

Comprehensive Keyword Performance Analysis and Optimization Strategy15分钟
Keyword Performance Analysis Knowledge Check3分钟

You will learn technical SEO implementation by applying metadata optimization strategies and implementing structured data schemas that drive measurable improvements in search rankings and rich snippet appearances.

涵盖的内容

3个视频1篇阅读材料3个作业

3个视频总计18分钟

Why Technical SEO Creates Competitive Advantage4分钟
Schema Markup Types and Implementation Methods9分钟
Implementing Schema Markup and Metadata Optimization5分钟

1篇阅读材料总计10分钟

Metadata Optimization and Structured Data Fundamentals10分钟

3个作业总计47分钟

Optimize SEO - Keywords & Schema20分钟
Advanced Schema Implementation and Technical SEO Optimization Project20分钟
Technical SEO Implementation Knowledge Check7分钟

You will learn the systematic process of using Google Analytics model comparison tools to analyze user behavior patterns and align marketing campaigns with specific market demand phases for optimal targeting and performance.

涵盖的内容

3个视频3篇阅读材料2个作业

3个视频总计13分钟

Why Market Demand Alignment Matters for Campaign ROI3分钟
Understanding Google Analytics Model Comparison Framework5分钟
Implementing GA Model Comparison Tools5分钟

3篇阅读材料总计21分钟

Market Demand Phases and Analytics Segmentation8分钟
How-to Guide: Strategic Campaign Alignment Analysis10分钟
Video: Setting Up Campaign Alignment Analysis in Google Analytics3分钟

2个作业总计17分钟

Model Comparison and Campaign Alignment Knowledge Check5分钟
Create Market Demand Phase Analysis Report12分钟

You will learn comprehensive attribution frameworks to evaluate true campaign effectiveness across multiple channels, quantify cross-channel impact beyond simple last-click analysis, and develop data-driven budget reallocation strategies.

涵盖的内容

1个视频2篇阅读材料4个作业

1个视频总计7分钟

GA Attribution Model Configuration and Analysis 7分钟

2篇阅读材料总计20分钟

Multi-Touch Attribution Models and Cross-Channel Analysis10分钟
How-to Guide: Strategic Campaign Alignment Analysis10分钟

4个作业总计65分钟

Comprehensive Attribution Framework Development 17分钟
Attribution Model Analysis Knowledge Check 3分钟
Automated Marketing Insight Systems: Validation and Optimization Strategies15分钟
Automated Marketing Insight Systems: Validation and Optimization Strategies30分钟

You will be introduced to core marketing analytics concepts using Google Analytics data to evaluate basic campaign performance. You’ll explore how common marketing activities influence website traffic, user behavior, and conversions. Through hands-on analysis, you’ll learn to interpret essential metrics and connect them to real business outcomes. The focus is on practical, beginner-friendly analytics rather than complex modeling. You’ll build confidence in using data to answer everyday marketing questions. By the end, you’ll be able to translate simple analytics insights into clear, actionable marketing decisions.