How long does it take to complete this course?

The course is self-paced and can typically be completed in 4–6 weeks with 2–3 hours per week.

What will I get if I purchase the Certificate?

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Unlocking AI and ML : Your Path to Smart Business Solutions

通过 Coursera Plus 提高技能，仅需 239 美元/年（原价 399 美元）。立即节省

Unlocking AI and ML : Your Path to Smart Business Solutions

位教师：Fractal Analytics Academy

包含在中

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6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

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

6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

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Evaluate business scenarios to apply AI, ML, or analytics effectively
Prepare and manage data for AI and Generative AI use cases
Analyze data to support confident decision-making
Understand ethical AI practices and future skill demands

您将获得的技能

您将学习的工具

Python Programming

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

14 项作业

授课语言：英语（English）

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

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

该课程共有6个模块

Step into the transformative world of Artificial Intelligence (AI) and Machine Learning (ML) with this beginner-friendly course. You’ll start by discovering how to identify the right data, prepare it for AI applications, and extract insights that create strategic impact.

You’ll also explore foundational AI and ML concepts, including Generative AI, neural networks, and responsible AI practices, all explained in a practical, business-focused context. No coding experience is required, just curiosity and a desire to understand how AI can shape smarter decisions and future-ready strategies. By the end of this course, you’ll be equipped to evaluate real-world challenges, assess opportunities, and apply AI/ML solutions responsibly to drive meaningful outcomes.

Learn to identify business problems suitable for AI and translate them into actionable problem statements with measurable outcomes.

涵盖的内容

6个视频2篇阅读材料3个作业2个讨论话题

6个视频总计26分钟

Course Introduction2分钟
What Business Problems can AI Solve?5分钟
Converting a Business Problem into an AI Problem5分钟
Formulating a Solution Approach5分钟
Formulating Hypotheses and Defining Success4分钟
Journey of an AI Problem5分钟

2篇阅读材料总计8分钟

Course Syllabus5分钟
Disclaimer3分钟

3个作业总计20分钟

From Problems to Solutions: Powered by AI10分钟
Discovering AI-Solvable Problems5分钟
Problems AI can Solve5分钟

2个讨论话题总计15分钟

Meet and Greet5分钟
From Problem to Solution10分钟

Understand data types, quality, privacy, and preparation techniques essential for AI and GenAI readiness.

涵盖的内容

5个视频2篇阅读材料2个作业1个讨论话题1个非评分实验室

5个视频总计26分钟

What is Data?4分钟
Types of Data5分钟
Importance of Data6分钟
Challenges with Data5分钟
Principles of Preparing Data for AI/Gen AI6分钟

2篇阅读材料总计20分钟

Big Data and AI - The Fourth revolution 10分钟
What is Synthetic Data?10分钟

2个作业总计20分钟

Fundamentals of Data10分钟
Data: Driving AI Innovation10分钟

1个讨论话题总计10分钟

Rise of Synthetic data10分钟

1个非评分实验室总计60分钟

Creating Synthetic Data60分钟

Explore data analytics techniques and how to use them for insight-driven decisions without always relying on ML.

涵盖的内容

4个视频1篇阅读材料2个作业1个非评分实验室

4个视频总计19分钟

Introduction to Data Analytics5分钟
Exploratory Data Analysis 5分钟
Different Types of Analytical Techniques 5分钟
Translating Insights into Business Decisions4分钟

1篇阅读材料总计15分钟

Not All Problems Require ML: A Sales Data Case Study15分钟

2个作业总计20分钟

From Data to Insights10分钟
Insight Over Instinct10分钟

1个非评分实验室总计45分钟

Visualization 10145分钟

Get introduced to AI and ML fundamentals, algorithms, and real-world applications shaping today’s digital economy.

涵盖的内容

9个视频3篇阅读材料3个作业1个讨论话题2个非评分实验室

9个视频总计37分钟

What is AI?4分钟
Types of AI 5分钟
Why AI Matters?4分钟
Current Trends in AI5分钟
What is Machine Learning?4分钟
Understanding ML Algorithms5分钟
Supervised Learning3分钟
Unsupervised Learning4分钟
Reinforcement Learning4分钟

3篇阅读材料总计30分钟

How are AI and ML related?10分钟
Birth of Machine Learning10分钟
Types of Machine Learning: A Comparision10分钟

3个作业总计20分钟

AI-ML Essentials10分钟
AI Unboxed5分钟
ML Unboxed5分钟

1个讨论话题总计10分钟

Living With AI10分钟

2个非评分实验室总计120分钟

Build your first Linear Regression Model 60分钟
Build your first Logistic Regression Model 60分钟

Dive into Generative AI, neural networks, and transformers to understand the technologies powering modern AI.

涵盖的内容

6个视频2个作业

6个视频总计31分钟

Introduction to Generative AI5分钟
Introduction to Neural Networks4分钟
Introduction to Deep Learning5分钟
Types of Gen AI 6分钟
Agentic AI6分钟
Introduction to Transformer and Foundational Model5分钟

2个作业总计20分钟

Exploring AI: Deep Learning, Transformers, and Agentic Intelligence10分钟
Unlocking AI: From Generative to Agentic Models10分钟

Explore career paths, industry applications, and the importance of ethical AI in shaping a responsible future.

涵盖的内容

3个视频4篇阅读材料2个作业1个讨论话题

3个视频总计18分钟

Career opportunities in AI7分钟
AI and Industries5分钟
The need for responsible and Ethical AI6分钟

4篇阅读材料总计27分钟

Skills to Succeed in an AI-Driven World10分钟
How to work with AI Teams10分钟
Acknowledgments2分钟
Congratulations5分钟

2个作业总计15分钟

Navigating AI: Careers, Impact, Ethics10分钟
Unlocking the Future with AIML5分钟

1个讨论话题总计10分钟

Jobs in the Age of AI10分钟

位教师

Fractal Analytics Academy

Fractal Analytics

23 门课程129,755 名学生

提供方

Fractal Analytics

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无限制访问 10,000+ 世界一流的课程、实践项目和就业就绪证书课程 - 所有这些都包含在您的订阅中

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常见问题

It’s a beginner-friendly course that helps you understand and apply AI/ML to real-world business problems—no coding required.

Business professionals, students, and anyone curious about AI/ML and its impact on decision-making.

You’ll be able to identify AI opportunities, prepare data, analyze insights, and apply ethical AI practices in business.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

Unlocking AI and ML : Your Path to Smart Business Solutions

Unlocking AI and ML : Your Path to Smart Business Solutions

您将学到什么

您将获得的技能

您将学习的工具

要了解的详细信息

了解顶级公司的员工如何掌握热门技能

该课程共有6个模块

What is the Problem?

涵盖的内容

Data - The Fuel of AI

涵盖的内容

Not Every AI Problem Needs an ML Model

涵盖的内容

AI-ML Primer

涵盖的内容

The Generative AI Revolution

涵盖的内容

AI-ML and the Future

涵盖的内容

位教师

提供方

从 Machine Learning 浏览更多内容

AI Strategy for Business Leaders with ChatGPT, ML & DL

Solve Business Problems with AI and Machine Learning

Artificial Intelligence

No-Code AI Foundations for Business Professionals

人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

通过 Coursera Plus 开启新生涯

通过在线学位推动您的职业生涯

加入超过 3400 家选择 Coursera for Business 的全球公司

常见问题

What is this course and why is it important?

Who is this course for?

What will I be able to do after completing this course?

更多问题