Automate Data Analysis and BI with No-Code AI

本课程是 Build AI Apps with No-Code Tools 专项课程的一部分

位教师：LearnQuest Network

访问权限由 Coursera Learning Team 提供

3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

3 小时完成

灵活的计划

自行安排学习进度

3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

3 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Build automated data pipelines using no-code tools for real-time, reliable business insights.
Create and validate predictive models that forecast trends and inform decisions.
Communicate AI-driven insights clearly to drive adoption, action, and measurable business impact.

您将获得的技能

要了解的详细信息

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作业

6 任务¹

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授课语言：英语（English）

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该课程共有3个模块

Transform raw business data into actionable insights using automated, no-code AI solutions. Forge predictive models, design custom dashboards, and communicate results to maximize professional influence. This course empowers learners to automate time-consuming data processes, visualize trends for decision-makers, and drive change in both emerging and mature markets, including region-specific approaches for India, the USA, and Spanish-speaking learners.

This module empowers professionals and managers in India, the USA, and bilingual markets to integrate APIs, automate workflows, and build scalable dashboards using no-code tools. By mastering real-time data pipelines and intelligent alerts, you’ll rapidly enhance operational efficiency, compliance, and strategic insight—ensuring data fluency for today’s competitive landscape.

涵盖的内容

9个视频1篇阅读材料2个作业

9个视频总计25分钟

Welcome to Automated BI 3分钟
Streamline Data Collection for Automated Insights - Introduction 2分钟
No-Code API Integration 3分钟
Automate Data Collection 3分钟
Secure Data & Ensure Compliance 3分钟
Automated Data Transformation 3分钟
Anomaly Detection & Alerts 4分钟
Smart Alerts, Swift Response 3分钟
From Insights to Predictions 2分钟

1篇阅读材料总计5分钟

Action Story: When Scattered Data Blocks a Critical Decision 5分钟

2个作业总计36分钟

Streamline Data Collection for Automated Insights 26分钟
Integrate APIs for Unified Business Dashboards 10分钟

Unleash actionable forecasting and deeper business intelligence through no-code predictive analytics. This module empowers professionals and decision-makers in India, the USA, and bilingual markets to build regression and classification models, validate results, and visualize insights—without ever writing code. By mastering business-centric model selection, KPI benchmarking, and executive dashboard creation, you will unlock strategic, data-driven decision-making for your organization.

涵盖的内容

7个视频1篇阅读材料2个作业

7个视频总计18分钟

Advanced Analytics and Predictive Modeling - Introduction 2分钟
Sales & Market Forecasting 3分钟
Model Validation for Accuracy and Compliance 2分钟
Better Data, Better Predictions 3分钟
Clear Dashboard Design 3分钟
Benchmark AI Against KPIs 2分钟
Executive Decision Making 2分钟

1篇阅读材料总计5分钟

Action Story: When Leadership Needs Answers You Can’t Guess 5分钟

2个作业总计36分钟

Advanced Analytics and Predictive Modeling 26分钟
Build Predictive Workflows Using Regression and Classification Models 10分钟

Master the final step in no-code business intelligence: delivering and scaling AI-driven outcomes for real business impact. In this module, you will learn how to effectively present AI insights, manage solutions for organization-wide adoption, and use analytics and feedback to drive continuous improvement. You’ll gain practical skills to report to executives, coordinate deployments across global teams, and ensure your AI solutions are adopted and deliver measurable value over time.