6-12 Basic

Code.org - AI for Oceans / CS Fundamentals

Topics: Sequencing, loops, conditionals, intro supervised learning, training data and bias concepts

Prerequisites: None

Google Teachable Machine

Topics: Training an image/sound/pose classifier in-browser, testing model accuracy, overfitting/underfitting basics

Prerequisites: None; device with camera/microphone and browser

Scratch (MIT Media Lab)

Topics: Computational thinking, sequencing, loops, conditionals, events, variables

Prerequisites: None

13-17 Basic

Machine Learning for Kids

Topics: Full supervised-learning workflow, text/image/number classification, deploying a model into Scratch/Python/App Inventor

Prerequisites: Basic Scratch familiarity recommended

Codingal - AI and Machine Learning (Beginner Tier)

Topics: Block-based AI models for text/sound/object/emotion recognition, voice/text chatbots

Prerequisites: None

13-17 Intermediate

AIClub

Topics: Building a first AI model (no-code), NLP, neural networks, image recognition

Prerequisites: None to start; later modules assume prior tiers

iD Tech - AI and Python Programs

Topics: Python for AI, data cleaning and exploration, basic statistics, building/evaluating ML models

Prerequisites: Basic computer literacy; prior Scratch or intro Python recommended

13-17 Advanced

Codingal - AI and Machine Learning (Advanced Tier)

Topics: Python programming, OpenCV image processing, data analysis, image classifiers, Hugging Face, LLM chatbots, prompt engineering

Prerequisites: Completion of beginner modules or basic Python knowledge

18-24 Basic

AWS Educate / AWS Skill Builder

Topics: Cloud computing fundamentals, intro AWS Foundations of Prompt Engineering

Prerequisites: None; basic computer/internet literacy

Anthropic Academy - AI Fluency

Topics: AI fluency and responsible-use fundamentals

Prerequisites: None

CompTIA A+

Topics: PC hardware, operating systems, troubleshooting, entry-level IT support

Prerequisites: None

18-24 Intermediate

DeepLearning.AI - Machine Learning Specialization

Topics: Supervised learning, unsupervised learning, recommenders, reinforcement learning

Prerequisites: None; designed for complete beginners

Microsoft Learn - AI Learning Hub

Topics: Designing/customizing AI agents, managing AI workloads with Copilot, running AI workloads on Azure

Prerequisites: None for entry modules

CompTIA Server+ / Network+

Topics: Server hardware/installation/maintenance/storage, network infrastructure configuration

Prerequisites: CompTIA A+ plus 18-24 months hands-on experience recommended

18-24 Advanced

DeepLearning.AI - Deep Learning Specialization

Topics: Neural networks, hyperparameter tuning, CNNs, sequence models, Transformers

Prerequisites: Basic Python proficiency and intro ML concepts recommended

Anthropic Academy - Claude API Development

Topics: Claude API integration, building AI-powered applications

Prerequisites: Basic programming literacy (REST APIs, Python or JavaScript)

Per Scholas - Data Center Technician with AI Tools

Topics: Power/cooling systems, structured cabling, network infrastructure, AI-assisted predictive maintenance

Prerequisites: None required; prior tech experience recommended

Yellow Tail Tech - Data Tech for Jobs

Topics: CompTIA Server+ exam prep, Linux fundamentals, hands-on hardware/networking/cabling labs

Prerequisites: None; designed for total beginners

25-60 Basic

AWS Educate / AWS Skill Builder (Career Track)

Topics: Cloud computing fundamentals, SageMaker intro, prompt engineering basics

Prerequisites: None

Per Scholas - Data Center Technician with AI Tools (Adult)

Topics: Data center operations, structured cabling, AI-powered problem solving, free-tuition certification prep

Prerequisites: None; income-eligibility policy applies

Yellow Tail Tech - Data Tech for Jobs (Adult)

Topics: CompTIA Server+ prep, Linux fundamentals, rack/cabling labs

Prerequisites: None

25-60 Intermediate

Microsoft Learn - AI Learning Hub (Infrastructure Modules)

Topics: GPU virtual machine selection for AI workloads, data engineering with Microsoft Fabric, Azure networking/storage

Prerequisites: Basic Azure administration or IT infrastructure background

CompTIA Network+ / Security+

Topics: Network infrastructure management, baseline security functions

Prerequisites: CompTIA A+/Server+ foundation

Uptime Institute - Accredited Tier Specialist (ATS)

Topics: Tier Standard Topology and Operational Sustainability, data center management/operations alignment

Prerequisites: None formally required

25-60 Advanced

DeepLearning.AI - Generative AI / LLM Specializations

Topics: Prompt engineering, RAG, AI agents, fine-tuning, LLMOps, vector databases, multimodal pipelines

Prerequisites: Completion of ML/Deep Learning fundamentals recommended

CompTIA CySA+

Topics: Behavioral analytics, continuous security monitoring for data center/IT environments

Prerequisites: Intermediate security fundamentals (Security+ level)

CNet Training - Certified Data Center Technician Professional (CDCTP)

Topics: Power/cooling/IT/space operating constraints, compliance and standards, failure prediction and remediation

Prerequisites: Existing hands-on data center technician experience

Uptime Institute - Accredited Tier Designer (ATD)

Topics: Multi-disciplinary Tier design principles, certification submittal review, design compliance judgment

Prerequisites: Active Professional Engineer (PE) license or equivalent

Uptime Institute - Accredited Tier Professional (ATP)

Topics: Advanced Mechanical and Electrical design applications across Tier levels

Prerequisites: Prior ATD or ATS graduation plus ~24 months design experience