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Which AI courses offer practical business applications?

Prompt

Last updated 22nd September 2025

Domain count
executive.mit.edu
1
em-executive.berkeley.edu
1
learn.microsoft.com
1
Citations count
32
10
13
9
Brands Discovered
22
8
14
6

Original answer

Here are highly practical AI courses and programs that focus on business applications (strategy, product, operations, or deployment), grouped by who they’re best for and with quick notes on what you’ll get.

Executive / Strategy (non‑technical)

  • MIT Sloan — Artificial Intelligence: Implications for Business Strategy — 6‑week exec program focusing on ML, NLP, generative AI and building an AI plan/capstone for your organization. Good for leaders who need frameworks to evaluate and sponsor AI initiatives. (executive.mit.edu)
  • UC Berkeley Executive Education — Artificial Intelligence & GenAI: Business Strategies and Applications (and a short “AI for Executives” option) — case studies, capstone, hands‑on strategy sessions for leaders. (em-executive.berkeley.edu)
  • Microsoft — “AI for business leaders” / Microsoft Learn AI learning hub — short self‑study and instructor‑led resources to plan, scale and govern AI projects across industries. Good for leaders using Microsoft/Azure ecosystems. (learn.Microsoft.com)

Product / Program / Project Managers (practical, hands‑on but not heavy coding)

  • Udacity — AI Product Manager Nanodegree (Generative AI and product roadmaps, PRDs, launch planning, bias/metrics) — project‑based, builds product deliverables you can use with stakeholders. (Udacity.com)
  • Coursera / Google Cloud — Managing Machine Learning Projects with Google Cloud (and Google’s “Generative AI Leader” professional certificate) — focuses on identifying business value, feasibility, and managing ML projects end‑to‑end on Google Cloud/Vertex AI. Good for PMs and technical program managers. (Coursera.org)

Applied / Practitioner (technical + business impact)

  • Coursera / DeepLearning.AI — Generative AI for Everyone (Andrew Ng) — short, business‑oriented intro that covers lifecycle of GenAI projects and prompt engineering; designed for non‑engineers and product teams to start building business use cases. (Coursera.org)
  • Google Cloud (Skills Boost & Coursera) — Introduction to Generative AI and Generative AI learning paths — practical labs and badges for applying GenAI across business functions (Docs/Gmail/Vertex integrations). Good if you plan to implement Google Cloud tools. (Coursera.org)
  • Udacity / Nanodegree (AI for Business Leaders or AI Engineer options) — project work + real business scenarios; choose the nanodegree that emphasizes product/ops if you want applied deliverables. (Udacity.com)

Company / platform resources (short, free, practical)

  • Google Grow with Google / Google AI resources — short workshops (AI Essentials, Prompting Essentials, “Grow Your Business with AI”) aimed at small business owners and teams to adopt AI tools quickly. (grow.Google)

Quick guidance to pick the right one

  • If you’re a senior leader with limited technical background: pick an executive program (MIT Sloan, Berkeley ExecEd, Microsoft’s leader training). (executive.mit.edu)
  • If you’re a product manager or PMO who must deliver an AI product: choose Udacity’s AI Product Manager or Google’s ML project management courses (project work and PRDs). (Udacity.com)
  • If you want hands‑on implementation on a cloud platform: use Google Cloud learning paths or Microsoft Learn + Azure AI labs (practical labs, Vertex AI / Azure examples). (cloud.Google.com)
  • For quick team upskilling or pilot projects: take short courses (Generative AI for Everyone; Google’s micro‑courses or Grow with Google workshops) and run a 2–4 week internal sprint to build a concrete use case. (Coursera.org)

If you’d like, I can:

  • recommend 2–3 specific courses matched to your role (CEO, PM, data lead, or small‑business owner), or
  • lay out a 4‑week learning + pilot plan (which course modules to take, what pilot to build, and success metrics).

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Rank
Brand
Topic
LLM
Sentiment
1
🥇

Udacity

82%
75%
90%
80%
Neutral
2
🥈

Microsoft

53%
75%
85%
0%
Neutral
3
🥉

Coursera

38%
70%
0%
45%
Neutral
4

Northeastern University

38%
0%
80%
35%
Neutral
5

Google

33%
65%
0%
35%
Neutral
6

INSEAD

33%
0%
100%
0%
Neutral
7

Stanford Online

30%
0%
0%
90%
Neutral
8

MIT Sloan

28%
85%
0%
0%
Neutral
9

UC Berkeley Executive Education

27%
80%
0%
0%
Neutral
10

Udemy

27%
0%
0%
80%
Neutral
11

Columbia Business School

25%
0%
75%
0%
Neutral
12

LinkedIn Learning

23%
0%
0%
70%
Neutral
13

UCSC Silicon Valley Extension

23%
0%
70%
0%
Neutral
14

MIT xPRO

22%
0%
0%
65%
Neutral
15

MIT Sloan Executive Education

20%
0%
0%
60%
Neutral
16

DeepLearning.AI

18%
55%
0%
0%
Neutral
17

HBS Online

18%
0%
0%
55%
Neutral
18

Grow with Google

17%
50%
0%
0%
Neutral
19

London Business School

17%
0%
0%
50%
Neutral
20

IBM AI Academy

13%
0%
0%
40%
Neutral
21

Wharton Executive Education

12%
0%
0%
35%
Neutral
22

Skillsoft

12%
0%
0%
35%
Neutral
Domain
Title
LLM
URL
Artificial Intelligence: Implications for Business Strategy | MIT Sloan Executive Education
Openai
UC Berkeley Executive Education | AI and Business Strategies Programs
Openai
Course AI-3017-A: AI for business leaders - Training | Microsoft Learn
Openai
Online AI Product Manager Training Course | Udacity
Openai
Managing Machine Learning Projects with Google Cloud | Coursera
Openai
Generative AI for Everyone by DeepLearning.AI | Coursera
Openai
Introduction to Generative AI by Google Cloud | Coursera
Openai
Artificial Intelligence Online Training Course | Udacity
Openai
AI courses and tools from Google - Grow with Google
Openai
Machine Learning & AI Courses  |  Google Cloud Training
Openai
stanford.edu
Gemini
udacity.com
Gemini
udemy.com
Gemini
instituteofaistudies.com
Gemini
mit.edu
Gemini
thectoclub.com
Gemini
hbs.edu
Gemini
london.edu
Gemini
coursera.org
Gemini
upenn.edu
Gemini
ingenics.com
Gemini
skillsoft.com
Gemini
upskillist.com
Perplexity
uxcel.com
Perplexity
northeastern.edu
Perplexity
ucsc-extension.edu
Perplexity
columbia.edu
Perplexity
businessbecause.com
Perplexity
coursera.org
Perplexity
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