Specialization Modules
Platforms & Tools
The complete ecosystem of platforms, tools, and technologies that power modern digital advertising. Every professional in the industry must understand how these systems interconnect.
Ad Servers
The backbone of ad delivery. Ad servers manage, serve, and track display, video, and native ads across publisher inventory.
Demand-Side Platforms (DSPs)
Where media buyers purchase inventory programmatically. DSPs allow targeting, bidding, and optimization at scale.
Google DV360
Google's enterprise DSP. Access to YouTube, Display, Audio, and Connected TV inventory.
The Trade Desk
Independent DSP with premium inventory access and advanced audience targeting.
Amazon DSP
Amazon's demand platform with exclusive access to Amazon audience data and inventory.
Xandr (Microsoft)
Enterprise DSP with strong CTV and video capabilities.
MediaMath
Omnichannel DSP focused on transparency and data-driven buying.
Supply-Side Platforms (SSPs)
Where publishers monetize their inventory. SSPs connect to multiple demand sources to maximize revenue per impression.
Google AdX (via GAM)
Google's premium exchange. Highest demand density for most publishers.
Magnite (formerly Rubicon)
Leading independent SSP for display, video, and CTV.
Index Exchange
Header bidding focused SSP with transparent marketplace.
PubMatic
SSP with strong header bidding and private marketplace capabilities.
OpenX
Quality-focused SSP with sustainability initiatives.
Header Bidding & Wrappers
Technology that allows publishers to offer inventory to multiple exchanges simultaneously before making ad server calls.
Verification & Brand Safety
Tools that ensure ads are viewable, served in brand-safe environments, and reaching real humans.
Analytics & Data Platforms
Infrastructure for collecting, processing, and visualizing advertising data at scale.
CMP & Privacy
Consent management and privacy compliance tools required for GDPR, CCPA, and global privacy regulations.