University Notes
AI Course Outline
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An AI course outline typically covers foundational concepts, machine learning techniques, and real-world applications. It begins with an introduction to AI, covering history, types, and ethical considerations. The course then explores machine learning (supervised, unsupervised, and reinforcement learning), deep learning (neural networks, CNNs, RNNs), and natural language processing (NLP). It includes hands-on projects using tools like Python, TensorFlow, or PyTorch. Advanced topics may include computer vision, robotics, and AI ethics. The course concludes with AI deployment, industry trends, and a capstone project to reinforce learning.
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Computer system security
Computer system security refers to the protection of computer systems and networks from unauthorized access, data breaches, cyberattacks, and other threats that could compromise confidentiality, integrity, and availability. It involves implementing measures such as encryption, firewalls, antivirus software, multi-factor authentication, and intrusion detection systems to safeguard sensitive information. Security practices also include regular updates, vulnerability assessments, and user awareness training to mitigate risks. With the increasing reliance on digital systems, cybersecurity is essential for protecting personal data, business operations, and critical infrastructure from cyber threats like malware, phishing, and hacking attempts.
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SMA 2101: CALCULUS I
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To understand the word function, we consider the following scenario and definitions. For example, the growth of a sidling is an instance of a functional relation, since the growth may be affected by variations in temperature, moisture, sunlight, etc. If all these factors remain constant, then the growth is a function of time.
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BLA1217: SOCIOLINGUISTICS
In linguistics, the Sapir-Whorf Hypothesis states that there are certain thoughts of an individual in one language that cannot be understood by those who live in another language. The hypothesis states that the way people think is strongly affected by their native languages.
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ALT 403: MODERN EUROPEAN LITERATURE
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In this course, we shall read and analyse selected plays, poems, novels and short stories from Europe. Although one of the tests of great literature is its universality, all fictional works have local flavour. Modern European literature is literature that has a European flavour.
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LIT 402: EUROPEAN LITERATURE 2
European Literature also called Western Literature includes all the literary genres
written in many languages like Italian, English, French, German, Modern Greek, Polish,
Irish and Russian. In this unit, we will only focus on works that are in English or have
been translated to it.
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Typical Campus Network Architectures and Practices
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On completion of this course, you will be able to:
Understand the definition of campus networks.
Understand the typical networking architectures of campus networks.
Master the planning and design methods of small campus networks.
Master the deployment and implementation methods of small campus networks.
Understand the small campus network O&M concepts.
Understand the small campus network optimization concepts.
Independently complete a campus network project.
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Network Programmability and Automation
On completion of this course, you will be able to:
Describe the difficulties of conventional network O&M.
Understand the implementation of network automation.
Understand the classification of programming languages.
Describe the Python code style.
Describe the basic usage of Python telnetlib
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SDN and NFV Overview
On completion of this course, you will be able to:
Describe the development of SDN and NFV.
Understand basic principles of OpenFlow.
Understand Huawei SDN solution.
Understand the standard NFV architecture.
Understand Huawei NFV solution.
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Network Management and O&M
On completion of this course, you will be able to:
Understand basic concepts of network management and O&M.
Master common network management and O&M methods.
Describe basic functions of network management and O&M.
Understand the fundamentals of SNMP.
Understand Huawei iMaster NCE and related technologies.
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WAN Technologies
On completion of this course, you will be able to:
Understand the basic concepts and development history of WANs.
Understand PPP and PPPoE implementations.
Master basic PPP and PPPoE configurations.
Understand basic MPLS/SR concepts.
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Network Services and Applications
On completion of this course, you will be able to:
Understand FTP fundamentals.
Understand TFTP fundamentals.
Understand DHCP fundamentals.
Understand Telnet fundamentals.
Understand HTTP fundamentals.
Understand DNS fundamentals.
Understand NTP fundamentals.
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Network Address Translation
On completion of this course, you will be able to:
Understand the motivation behind NAT.
Master NAT classification and implementations.
Master NAT selection in different scenarios.
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AAA Principles and Configuration
On completion of this course, you will be able to:
Understand the fundamentals of AAA.
Describe the application scenarios of AAA.
Understand the fundamentals of RADIUS.
Get familiar with the basic configurations of AAA.
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ACL Principles and Configuration
On completion of this course, you will be able to:
Describe the basic principles and functions of ACLs.
Understand the types and characteristics of ACLs.
Describe the basic composition of ACLs and ACL rule ID matching order.
Understand how to use wildcards in ACLs.
Complete the basic configurations of ACLs.
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WLAN Overview
On completion of this course, you will be able to:
Understand basic concepts of WLAN and the history of the 802.11 protocol family.
Learn about different WLAN devices.
Distinguish between different WLAN networking architectures.
Understand the WLAN working process.
Complete basic WLAN configurations.
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Inter-VLAN Communication
On completion of this course, you will be able to:
Methods of implementing inter-VLAN communication.
How to use routers (physical interfaces or sub-interfaces) to implement inter-VLAN
communication.
How to use Layer 3 switches to implement inter-VLAN communication.
How Layer 3 packets are forwarded
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IPv6 Basics
On completion of this course, you will be able to:
Summarize the advantages of IPv6 over IPv4.
Describe the basic concepts of IPv6.
Describe the formats and functions of IPv6 packet headers.
Describe the IPv6 address format and address types.
Describe the method and basic procedure for configuring IPv6 addresses.
Configure IPv6 addresses and IPv6 static routes
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OSPF Basics
On completion of this course, you will be able to:
Describe the advantages and classification of dynamic routing protocols.
Describe basic OSPF concepts and usage scenarios.
Describe the working mechanism of OSPF.
Implement basic OSPF configurations.
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IP Routing Basics
On completion of this course, you will be able to:
Understand the basic principles of routers.
Know how routers select optimal routes.
Understand the contents of routing tables.
Master advanced routing features.
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