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Hand-picked AI courses, sorted by what you actually need to learn.

Courses ranked by practical applicability to business operators. No filler, no SEO-stuffed review pages.

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24 curated courses

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Microsoft LearnbeginnerFreeCertificate

Transform business workflows with generative AI

A beginner-friendly Microsoft 365 Copilot course focused on real workflow use cases for marketing, sales, operations, HR, and finance teams.

Category
Automation
Duration
1 day
Certificate
Free

Best for

Operations or department leads who need practical examples before rolling AI into everyday team workflows

workflowcopilotno-code
View course
Coursera (DeepLearning.AI)beginnerFree to enrollCertificate

AI For Everyone

Andrew Ng's non-technical introduction to AI terminology, project selection, team collaboration, and the business realities of adoption.

Category
Business
Duration
7 hours
Certificate
Included with Coursera Plus or paid enrollment

Best for

Business owners who want to understand what AI can and cannot do before buying tools or hiring vendors

strategynon-technicalleadership
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Coursera (DeepLearning.AI)beginnerFree to enrollCertificate

Generative AI for Everyone

A short business-first course on generative AI use cases, limitations, and rollout considerations for non-technical teams.

Category
Business
Duration
6 hours
Certificate
Included with Coursera Plus or paid enrollment

Best for

Founders who need a fast orientation on generative AI before deciding where it fits in the company

generative-aistrategyexecutive
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HubSpot AcademybeginnerFree

AI for Sales

A short free course on using AI to qualify leads, manage deals, and improve sales productivity with practical examples.

Category
Business
Duration
36 minutes
Certificate
Not listed

Best for

Sales teams that want a lightweight AI primer focused on pipeline work rather than general theory

salescrmproductivity
View course
DeepLearning.AIbeginnerFree

ChatGPT Prompt Engineering for Developers

A hands-on short course on prompt engineering patterns, iterative prompting, summarization, inference, transformation, and chatbot building.

Category
Coding
Duration
1 hour 30 minutes
Certificate
Not listed

Best for

Developers who want a fast practical foundation for using LLMs inside product or internal tooling workflows

promptingdevelopersllm-apps
View course
DeepLearning.AIbeginnerFree

Prompt Engineering with Llama 2&3

A model-specific short course covering prompting techniques, multi-turn conversations, classification, coding help, and safety checks with Llama models.

Category
Coding
Duration
1 hour 53 minutes
Certificate
Not listed

Best for

Technical builders who want to compare open-weight Llama workflows against closed-model prompting habits

llamapromptingopen-models
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DeepLearning.AIbeginnerFree

Prompt Engineering for Vision Models

A short course on prompting image generation, segmentation, object detection, in-painting, and diffusion model workflows.

Category
Coding
Duration
1 hour 22 minutes
Certificate
Not listed

Best for

Builders or technical creatives who want to understand image-model prompting beyond plain text chat interfaces

visionimage-modelsdiffusion
View course
Microsoft LearnbeginnerFree

Generative AI for Beginners

An 18-lesson course series from Microsoft Cloud Advocates covering the foundations of building generative AI applications.

Category
Coding
Duration
18 lessons
Certificate
Not listed

Best for

Developers who want a broader beginner curriculum instead of a single short course before building their first AI app

applicationsdevelopersseries
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Microsoft LearnintermediateFree

Implement Generative AI engineering with Azure Databricks

A one-day course on retrieval-augmented generation, fine-tuning, evaluation, responsible AI, and model operations on Azure Databricks.

Category
Data
Duration
1 day
Certificate
Not listed

Best for

Data scientists who need a structured introduction to production-minded generative AI work on the Azure stack

databricksragmlops
View course
Microsoft LearnintermediateFree

Operationalize machine learning and generative AI solutions

An advanced Microsoft Learn course on MLOps, GenAIOps, observability, automation, evaluation, and deployment practices.

Category
Data
Duration
4 days
Certificate
Not listed

Best for

ML or platform teams building the infrastructure around repeatable AI deployments, not just experiments

mlopsgenaiopsobservability
View course
Google Cloud Skills BoostbeginnerFreeCertificate

Introduction to Generative AI

An introductory microlearning course explaining what generative AI is, how it works, and the core model types and applications.

Category
Foundations
Duration
45 minutes
Certificate
Free

Best for

Busy operators who want a quick vendor-backed overview before diving into longer AI coursework

genaigoogle-cloudmicrolearning
View course
Google Cloud Skills BoostbeginnerFreeCertificate

Introduction to Large Language Models

A short introductory course on what LLMs are, where they fit, and how prompt tuning affects model performance.

Category
Foundations
Duration
1 hour
Certificate
Free

Best for

Anyone hearing LLM terminology daily and wanting a simpler explanation before testing tools in production

llmsprompt-tuninggoogle-cloud
View course
Microsoft LearnbeginnerFree

What is Generative AI?

A beginner module on generative AI basics, responsible AI, and how Microsoft 365 Copilot applies the technology to everyday work.

Category
Foundations
Duration
Self-paced module
Certificate
Not listed

Best for

Office-based teams that want a plain-English explanation before evaluating Copilot or similar assistants

copilotresponsible-aibusiness-users
View course
Microsoft LearnbeginnerFree

Introduction to generative AI - Exploring the basics

A fundamentals module covering generative AI concepts, LLM basics, critical thinking, and practical use of Microsoft Copilot.

Category
Foundations
Duration
Self-paced module
Certificate
Not listed

Best for

Professionals who want a broader beginner primer that includes critical thinking, not just product demos

copilotcritical-thinkingfoundations
View course
HubSpot AcademybeginnerFree

AI for Marketing Course

A free course on using AI in marketing for content creation, customer experience personalization, and responsible tool evaluation.

Category
Marketing
Duration
Self-paced
Certificate
Not listed

Best for

Small business owners who want marketing-specific AI ideas without sitting through a general-purpose AI survey

marketingcontentpersonalization
View course
Google (on Coursera)beginnerFreeCertificate

Google AI Essentials

Google's own beginner AI course covering practical skills, responsible use, and real productivity scenarios. Free Google certificate included.

Category
Foundations
Duration
5-6 hours
Certificate
Free

Best for

Total beginners who want a Google-branded credential they can earn in a single afternoon

googlecertificatebeginner
View course
University of Helsinki / MinnaLearnbeginnerFreeCertificate

Elements of AI

University-level AI concepts taught for non-technical learners. Over 1.8 million people have completed it. Optional university credit available.

Category
Foundations
Duration
6 weeks (self-paced)
Certificate
Free (university credit is paid)

Best for

Learners who want a proper academic AI foundation without the cost or time commitment of a traditional university course

universityconceptualglobal
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IBM (on Coursera)beginnerFree to auditCertificate

AI Foundations for Everyone Specialization

A multi-course specialization covering AI terminology, applications, ethics, and Watson tooling for non-technical professionals.

Category
Foundations
Duration
4 months at 3 hours/week
Certificate
Included with Coursera Plus or ~$49/month

Best for

Non-technical business professionals who want a structured IBM-branded AI literacy path, not a single short video

ibmspecializationbusiness
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Vanderbilt University (on Coursera)beginnerFree to auditCertificate

Prompt Engineering for ChatGPT

A practical course on prompt patterns, chain-of-thought reasoning, and systematic approaches to getting better outputs from ChatGPT and similar models.

Category
Foundations
Duration
5 hours
Certificate
Included with Coursera Plus or paid enrollment

Best for

Marketers, writers, and business users who want structured prompt skills instead of trial-and-error

promptingchatgptpractical
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freeCodeCampintermediateFreeCertificate

Machine Learning with Python Certification

A full certification track covering TensorFlow, neural networks, NLP, and recommendation engines with 5 real projects to build.

Category
Data
Duration
300 hours
Certificate
Free

Best for

Developers who learn by building and want a verifiable free certificate backed by a well-known platform

pythontensorflowprojects
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Microsoft + LinkedIn LearningbeginnerFreeCertificate

Career Essentials in Generative AI

A short learning path co-branded by Microsoft and LinkedIn covering generative AI fundamentals, ethics, and productivity applications.

Category
Foundations
Duration
Under 5 hours
Certificate
Free (LinkedIn certificate)

Best for

Professionals who want a quick, employer-visible credential that shows up on their LinkedIn profile immediately

linkedinmicrosoftcredential
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AWS (on Coursera)beginnerFree to auditCertificate

Fundamentals of Machine Learning and Artificial Intelligence

A fast AWS-flavored overview of AI and ML concepts, service categories, and use cases for cloud-based AI adoption.

Category
Foundations
Duration
1-2 hours
Certificate
Free badge on AWS Skill Builder

Best for

Technical decision-makers evaluating AWS AI services who want a fast conceptual overview before committing

awscloudml
View course
DataCampbeginnerFree (first chapters); full access requires subscriptionCertificate

Understanding AI Fundamentals

A beginner track covering AI concepts, machine learning types, deep learning basics, and responsible AI considerations.

Category
Foundations
Duration
2 hours
Certificate
Included with DataCamp subscription ($25-33/mo)

Best for

Data-curious professionals who want a structured intro from a platform known for hands-on data science training

datacampdata-scienceinteractive
View course
HubSpot AcademybeginnerFreeCertificate

AI for Business Specialization

A free course on AI strategy for business leaders covering adoption frameworks, team readiness, and implementation planning.

Category
Business
Duration
Self-paced
Certificate
Free

Best for

Business leaders who want a decision framework for AI adoption, not a tool tutorial

strategyleadershiphubspot
View course
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The $500 audit returns a prioritized learning and tool plan specific to your industry, team size, and budget.