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Course: AP®︎/College Computer Science Principles > Unit 10

Lesson 1: See how our content aligns with AP®︎ CSP standards
Computing
AP®︎/College Computer Science Principles
AP®︎ CSP standards mappings
See how our content aligns with AP®︎ CSP standards
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AP®︎ CSP content aligned to standards

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This page lists every piece of course content once and shows all the standards covered by that content. So, standards may appear more than once in this view. If you would like to quickly see all of the course content aligned to a particular standard, the Standards aligned to content page may be better suited.

How to use this mapping

Each of our units is listed with a table of its contents, with the course content on the left side (Lessons ☰, Articles 📝, Videos 📺, and Exercises ✅) and the covered standards on the right side.
Place your cursor over a standard to reveal its description. Click a piece of course content to visit that Unit, Lesson, Article, Video, or Exercise.
If you’re looking for all of the course content that’s aligned with a particular standard, you can use the “Find” feature of your browser to search for the standard or use the Standards aligned to content page.

Digital information

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ContentStandards
☰ Bits and bytes
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📝 How do computers represent data?
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📺 Binary & data
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📝 Bits (binary digits)
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✅ Bits (binary digits)
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📝 Bytes
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✅ Bytes
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☰ Binary numbers
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📝 Binary numbers
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📺 Decimal system refresher
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📺 The binary number system
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📺 Converting decimal numbers to binary
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📺 Patterns in binary numbers
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✅ Binary numbers
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☰ Limitations of storing numbers
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📝 Number limits, overflow, and roundoff
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✅ Number limits, overflow, and roundoff
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☰ Storing text in binary
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📝 Storing text in binary
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,
✅ Storing text in binary
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,
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☰ Converting analog data to binary
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📝 Converting analog data to binary
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✅ Converting analog data to binary
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☰ Lossless data compression
📝 The need for compression
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📝 Lossless text compression
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📝 Lossless image compression
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📝 Lossless bit compression
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✅ Lossless file compression
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☰ Lossy data compression
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📝 Lossy compression
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✅ Lossy vs. lossless compression
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☰ Digital copyright and licenses
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📝 Copyright, DRM, and the DMCA
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📝 Creative commons and open source
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📝 Open access research
✅ Digital copyright and licenses
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,

The Internet

ContentStandards
☰ Introducing the Internet
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📺 What is the Internet?
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📝 The ingredients of the Internet
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☰ Connecting networks
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📝 Computer networks
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,
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📝 Physical network connections
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✅ Computer networks
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📝 Bit rate, bandwidth, and latency
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✅ Bit rate and bandwidth
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☰ Addressing the Internet
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📝 IP addresses
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📝 IP address hierarchy
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✅ Internet addressing protocol
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☰ Routing with redundancy
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📝 IP packets
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📝 Internet routing protocol
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✅ Internet routing protocol
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📝 Redundancy and fault tolerance
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✅ Redundancy and fault tolerance
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☰ Transporting packets
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📝 The problems with packets
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📝 User Datagram Protocol (UDP)
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📝 Transmission Control Protocol (TCP)
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✅ Transporting packets
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☰ Web protocols
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📝 The World Wide Web
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,
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,
📝 Domain Name System (DNS)
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,
📝 Hypertext Transfer Protocol (HTTP)
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✅ Web protocols
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☰ Scalable systems
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📝 Scalable systems
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✅ Scalable systems
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,
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☰ The Internet protocol suite
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📝 The Internet protocol suite
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✅ The Internet protocol suite
,
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☰ Open protocol development
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,
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📝 Open protocol development
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,
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,
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✅ Open protocol development
,
,
,
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,
☰ The digital divide
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,
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📝 The global digital divide
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,
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,
📝 The geographic digital divide
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📝 The socioeconomic digital divide
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📝 The digital use divide
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✅ The digital divide
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Programming

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ContentStandards
☰ What is programming?
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📝 Our first program
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📝 Understanding pseudocode
✅ Programming basics
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,
☰ Variables
,
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📝 Storing data in variables
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✅ Storing data in variables
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☰ Math
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📝 Mathematical expressions
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✅ Mathematical expressions
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📝 Mathematical procedures and constants
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✅ Mathematical procedures and constants
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☰ Strings
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📝 Storing strings in variables
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✅ Storing strings in variables
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📝 String operations
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✅ String operations
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☰ Conditionals
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📝 Conditionals with if, else, and Booleans
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✅ Conditionals with if, else, and Booleans
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📝 Nested conditionals
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✅ Nested conditionals
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📝 Compound Booleans with logical operators
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✅ Compound Booleans with logical operators
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☰ Procedures
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📝 Defining a procedure
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✅ Defining a procedure
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📝 Procedures with parameters
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✅ Procedures with parameters
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📝 Procedures with return values
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✅ Procedures with return values
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☰ Repetition
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📝 Numbered repetition of instructions
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✅ Numbered repetition of instructions
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📝 Conditional repetition of instructions
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✅ Conditional repetition of instructions
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☰ Lists
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📝 Storing and updating lists
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✅ Storing and updating lists
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📝 Iterating over lists with loops
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✅ Iterating over lists with loops
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,
,
,

Algorithms

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ContentStandards
☰ Building algorithms
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📝 The building blocks of algorithms
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✅ The building blocks of algorithms
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📝 Expressing an algorithm
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✅ Expressing an algorithm
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☰ Evaluating algorithms
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📝 Verifying an algorithm
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✅ Verifying an algorithm
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📝 Measuring an algorithm's efficiency
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✅ Measuring an algorithm's efficiency
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📝 Categorizing run time efficiency
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✅ Categorizing run time efficiency
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☰ Solving hard problems
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📝 Using heuristics
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📝 Undecidable problems
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✅ Solving hard problems
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☰ Parallel and distributed computing
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📝 Parallel computing
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📝 Try parallel computing yourself
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✅ Parallel computing
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📝 Distributed computing
✅ Distributed computing
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,
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,

Data analysis

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ContentStandards
☰ Data tools
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,
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,
📝 Storing data sets
📝 Computing basic statistics
,
,
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✅ Computing basic statistics
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,
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,
,
,
📝 Finding patterns in data sets
,
,
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✅ Finding patterns in data sets
,
,
,
,
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,
,
☰ Big data
,
,
,
,
,
,
📝 The era of big data
,
,
📝 The sources of big data
,
,
📝 The challenges of big data
,
,
,
,
,
✅ Big data
,
,
,
,
,
☰ Bias in machine learning
,
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,
,
,
,
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,
,
,
,
📝 Machine learning algorithms
,
,
📝 Bias in predictive algorithms
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,
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,
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,
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,
📝 Bias in facial recognition
,
,
,
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,
📝 Bias in language translation
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,
✅ Bias in machine learning
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,
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,

Simulations

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ContentStandards
☰ Exploring simulations
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,
📝 What's a simulation?
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,
📝 Simulations in physics
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📝 Simulations in astronomy
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📝 Simulations in health & medicine
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✅ Simulations
,
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,
,
☰ Simulating randomness
📝 Generating random numbers
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,
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✅ Generating random numbers
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☰ Creating simulations
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,
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,
📝 Programming a simple simulation
,
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✅ Programming simple simulations
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,
,
,

Online data security

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ContentStandards
☰ Introduction to online data security
,
,
,
,
📝 Why care about data security?
,
,
,
☰ PII (Personally identifiable information)
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,
,
,
📝 PII (Personally identifiable information)
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,
,
✅ PII (Personally identifiable information)
,
,
,
☰ User data tracking
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📝 Web cookies
,
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,
📝 Search history
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,
📝 Browsing history
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,
,
✅ User history
,
,
,
,
,
,
📝 Geolocation
,
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✅ Geolocation
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,
,
,
☰ Cyber attacks
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,
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,
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📝 Phishing attacks
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,
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✅ Phishing attacks
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,
,
📝 Rogue access points
,
,
✅ Rogue access points
,
,
📝 Computer malware
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,
,
,
,
,
,
✅ Computer malware
,
,
,
,
,
,
,
☰ Data encryption techniques
,
,
📝 The need for encryption
,
📝 Encryption, decryption, and cracking
,
📝 Symmetric encryption techniques
,
📝 Public key encryption
,
✅ Data encryption techniques
,
☰ Secure Internet protocols
,
,
,
,
📝 Transport Layer Security (TLS)
,
📝 Digital certificates
,
✅ Digital certificates
,
📝 HTTP Secure (HTTPS)
,
,
☰ User authentication methods
,
,
,
,
,
📝 Strong passwords
,
,
📝 Multi-factor authentication
,
,
,
✅ User authentication methods
,
,
,
,

Computing innovations

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,
ContentStandards
☰ Communication innovations
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,
,
,
📝 Communication at light speed
📝 Email
📝 SMS
📝 Social media
,
,
,
✅ Impact of communication innovations
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,
,
☰ Collaboration innovations
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,
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📝 Group chat
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,
📝 Videoconferencing
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📝 Collaborative software
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✅ Impact of collaboration innovations
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☰ Crowdsourcing innovations
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📝 Crowdsourcing with a global crowd
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📝 Collective knowledge
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📝 Crowdfunding
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,
📝 Human computation
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📝 Citizen science
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📝 Open innovation platforms
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✅ Impact of crowdsourcing innovations
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,
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☰ Monitoring innovations
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📝 Sensors
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📝 Sensor networks
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,
📝 Smart buildings, transport, and grids
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,
,
,
,

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