Starweaver
Gen AI Sales Forecasting and Marketing Analysis
Starweaver

Gen AI Sales Forecasting and Marketing Analysis

Christopher Klaus
Starweaver

位教师:Christopher Klaus

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

5 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

5 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Analyze the capabilities of Gen AI for forecasting, customer segmentation, and trend analysis.

  • Implement practical Gen AI solutions to enhance predictive analyses and marketing campaigns.

  • Implement practical Gen AI solutions to enhance predictive analyses and marketing campaigns.

  • Implement practical Gen AI solutions to enhance predictive analyses and marketing campaigns.

要了解的详细信息

可分享的证书

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最近已更新!

August 2025

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有6个模块

In this course, you’ll learn how to leverage Generative AI to enhance sales forecasting and optimize marketing strategies using advanced tools like ChatGPT, Google Gemini, and AI-driven analytics platforms. You’ll focus on real-world applications such as trend prediction, customer segmentation, sentiment analysis, and campaign performance evaluation to drive actionable, data-informed decisions. Through expert instruction, hands-on labs, and real-world case studies, you’ll gain the skills to implement AI-powered strategies, personalize customer experiences, and confidently navigate the evolving AI-driven business landscape.

涵盖的内容

3个视频1篇阅读材料

In this module, you’ll learn how to leverage Generative AI to enhance sales forecasting and predictive analytics. You’ll explore the foundations of AI-driven forecasting, understand how tools like ChatGPT or Claude can analyze historical sales data, and see how predictive models can improve accuracy in trend projection. Through expert-led discussions, hands-on demos, and visualization exercises, you’ll discover how GenAI integrates into sales pipelines to strengthen decision-making. With step-by-step labs and real-world applications, you’ll practice building AI-generated forecasts, creating sales reports, and testing assumptions with interactive prompts. By the end, you’ll be equipped to apply AI forecasting tools effectively, identify opportunities in sales data, and make more confident strategic predictions.

涵盖的内容

4个视频1篇阅读材料1个作业1次同伴评审1个讨论话题

In this module, you’ll learn how to apply Generative AI to marketing analytics, campaign optimization, and customer insights. You’ll explore AI-driven techniques for measuring campaign performance, analyzing customer sentiment, and creating data-driven segments. Through demos, labs, and interactive exercises, you’ll gain hands-on experience with GenAI tools like ChatGPT or Claude to optimize campaigns, personalize strategies, and better understand customer behavior. By the end, you’ll be able to leverage AI to enhance marketing effectiveness and strategic decision-making.

涵盖的内容

4个视频1篇阅读材料1个作业2次同伴评审1个讨论话题

In this module, you’ll explore how to integrate Generative AI outputs into business decision-making and operations. You’ll learn best practices for AI adoption, study real-world business cases, and address common challenges encountered during implementation. Through practical tips on scaling AI solutions, you’ll discover strategies to embed GenAI into daily workflows and drive business value. By the end, you’ll be equipped to lead the integration of AI into business processes while balancing innovation with governance and human oversight.

涵盖的内容

4个视频1篇阅读材料1个作业1次同伴评审1个讨论话题

In this module, you will address the ethical risks and challenges associated with Generative AI in sales and marketing. You’ll learn key principles for ensuring data privacy and security, detecting and mitigating bias, and maintaining transparency in AI-driven decisions. With a focus on building trust and adhering to ethical standards, this module provides you with the knowledge to navigate the complexities of AI adoption responsibly. By the end, you will be equipped to implement GenAI tools in ways that prioritize fairness, accountability, and stakeholder confidence.

涵盖的内容

4个视频1篇阅读材料1个作业1次同伴评审1个讨论话题

In this final section, you will consolidate your learning and apply the knowledge gained throughout the course. The wrap-up video will recap key concepts and guide you through the next steps for further exploration. The project will provide an opportunity to develop a comprehensive Sales and Marketing Strategy using GenAI, where you will integrate forecasting, customer segmentation, and ethical considerations into a practical project. By the end, you will have a solid understanding of how to use GenAI tools to drive results in sales and marketing, and how to execute AI-driven strategies responsibly.

涵盖的内容

1个视频1次同伴评审

位教师

Christopher Klaus
16 门课程9,335 名学生
Starweaver
Starweaver
446 门课程822,165 名学生

提供方

Starweaver

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