Search Modules
Search dynamically across all technical lessons in the AI & ML and MarTech curriculum pathways.
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Results28 modules found
AI & ML
What is a Neuron?perceptron • weights • activation • XORQuick8 min
AI & ML
Neural Networksneural networks • backpropagation • hidden layersDeep12 min
AI & ML
How Training Worksgradient descent • loss function • epochs • overfittingQuick10 min
AI & ML
Word Embeddingsword2vec • vectors • semantic search • tokensQuick9 min
AI & ML
Attention Mechanismattention • query key value • self-attentionQuick8 min
AI & ML
The Transformertransformer • multi-head attention • positional encoding • BERT • GPTDeep14 min
AI & ML
How LLMs WorkLLM • pre-training • RLHF • inference • tokensQuick11 min
AI & ML
RAG PipelinesRAG • vector search • chunking • retrievalDeep13 min
AI & ML
Building AI Agentsagents • tool calling • planning • memoryQuick12 min
AI & ML
Prompt Engineeringprompting • chain of thought • few-shot • system promptQuick10 min
AI & ML
Linear Regressionregression • gradient descent • MSE • weightsDeep11 min
AI & ML
Logistic Regressionclassification • sigmoid • cross-entropy • decision boundaryDeep10 min
AI & ML
Decision Treesdecision tree • entropy • information gain • pruningDeep12 min
AI & ML
Random Forestensemble • bagging • feature importance • varianceDeep10 min
AI & ML
K-Means Clusteringclustering • unsupervised • centroid • elbow methodDeep11 min
AI & ML
Cosine Similaritycosine similarity • dot product • semantic search • embeddingsQuick7 min
AI & ML
Types of AI & AI Agentstypes of AI • AI agents • capability • ANI • AGI • ASI • reflex agent • learning agentSTUB
Quick18 minLocked
MarTech
GA4 ArchitectureAnalytics • GA4Quick12 min
MarTech
GTM Deep DiveGTM • ImplementationQuick15 min
MarTech
Server-Side GTMGTM • Server TaggingSTUB
Quick18 minLocked
MarTech
BigQuery for MarketersBigQuery • SQLSTUB
Quick15 minLocked
MarTech
Event Taxonomy DesignAnalytics • PlanningQuick10 min
MarTech
Consent Mode v2Privacy • ComplianceQuick12 min
MarTech
Meta CAPI SetupMeta Ads • Server TaggingQuick15 min
MarTech
Hubspot ArchitectureCRM • HubSpotQuick10 min
MarTech
CRM Data ModelingCRM • DesignSTUB
Quick12 minLocked
MarTech
n8n WorkflowsAutomation • n8nQuick15 min
MarTech
Make.com PatternsAutomation • MakeSTUB
Quick12 minLocked