Aspire Journeys
902 AI Innovation Leader Basic KSAT Journey
- 27 Courses | 32h 1m 14s
Builds the organization's AI vision and plan and leads policy and doctrine formation including how AI solutions can or will be used.
902 AI Innovation Leader Basic
Builds the organization’s AI vision and plan and leads policy and doctrine formation including how AI solutions can or will be used.
- 27 Courses | 32h 1m 14s
COURSES INCLUDED
Agile Organizations: Cloud for Agile Software Development
The cloud has various deployment and service models that can be combined with Agile software development methodologies to help your organization design and create your very own cloud strategy based on your organization's needs. In this course, you'll learn about Agile software development, cloud management, cloud identity and access management, the cloud physical infrastructure, the cloud logical infrastructure, and cloud privacy. Next, you'll examine the available cloud deployment models such as public, private, hybrid, community, and virtual public clouds, as well as multi-cloud and multitenancy environments. You'll then move on to explore cloud service models such as Infrastructure as a Service, Platform as a Service, and Software as a Service. Finally, you'll learn about advanced topics such the Internet of Things.
14 videos |
1h 18m
Assessment
Badge
Ethical, Privacy, & Intellectual Property Considerations for ChatGPT
In the spirit of exploring the exciting possibilities of generative AI, this course was built using several AI technologies alongside Skillsoft's trusted design methodologies. Generative AI was used to draft the curriculum plan and on-screen text, while AI text-to-speech services were used for narration. In addition, generative AI was used to produce the course assessment and AI assistive technologies helped translate the course captions into multiple languages. In this course, we will define ethical AI and explore the ethical considerations and challenges surrounding advanced AI models. Next, we will examine the potential consequences of using AI and ChatGPT, the impact on society and culture, and the importance of transparency and accountability. Then we will investigate the impact of AI models on privacy and security, the ethical considerations for developing and deploying AI models, and the importance of understanding the risks involved in sharing sensitive intellectual property. Finally, we will discover the roles of government, industry, and society in regulating AI models and how to protect company data.
14 videos |
35m
Assessment
Badge
Azure AI Fundamentals: Artificial Intelligence & Machine Learning
Artificial Intelligence and machine learning in particular are solving a significant number of business and social problems and giving computers a new way to handle and process vast amounts of data. In this course, you'll learn about AI and machine learning concepts regarding regression, classification, and clustering algorithms. You'll explore how to manage datasets and work with labeled versus unlabeled data. You'll learn how supervised and unsupervised machine learning can be used, as well as how to build and use AIs safely, transparently, and fairly. This course is one of a collection that prepares learners for the Microsoft Azure AI Fundamentals (AI-900) exam.
18 videos |
1h 43m
Assessment
Badge
Azure AI Fundamentals: Evaluating Models with the ML Designer
In order to build a powerful and useful machine learning deployment, you must be able to evaluate and verify the AI model and data, as well as the accuracy and effectiveness of its predictions. Azure Machine Learning Studio and the Designer provide multiple easy-to-use methods for evaluating and scoring a model. In this course, you'll learn how to score and evaluate models and interpret and evaluate the results from some common models. You'll also explore how to create an inference pipeline, add web service output to provide external access to the model, and deploy and test a predictive web service. This course is one of a collection that prepares learners for the Microsoft Azure AI Fundamentals (AI-900) exam.
16 videos |
2h 2m
Assessment
Badge
Azure Fundamentals: IoT & AI
This 11-video course describes the Internet of Things (IoT) and artificial intelligence (AI) services available in Microsoft Azure, and what significant value Azure brings to an organization. The course opens with a detailed overview of what IoT is, as well as defining IoT central, IoT hub, and IoT edge, before drawing relationships between those components. Learners will become able to identify what Azure IoT solution accelerators are and when they should be used-in medical device tracking, in registering and tracking information related to industrial machinery controls, or remote control of building services, for instance. Next, you will learn about Azure cognitive services, and how users can work with and analyze data in the machine learning studio. In the concluding exercise, learners will begin by describing IoT; describing when the Azure IoT Hub should be used; and describing the purpose of IoT solution accelerators. You will be asked to list three examples of how artificial intelligence can be used through Azure. This is one of a series of courses to help learners prepare for the AZ-900: Azure Fundamentals certification exam.
11 videos |
32m
Assessment
Badge
Microsoft Azure Fundamentals: Cloud Computing
The popularity of cloud computing has exploded in recent years. Organizations can streamline IT service efficiency with the use of cloud services in Microsoft Azure. In this course, explore five standard cloud computing characteristics: on-demand self-service, broad network access, resource pooling, rapid elasticity, and measured service. Discover cloud deployment models like public, hybrid, and community, and look at cloud service models including Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS). Examine core Azure items, such as data centers, regions, and availability zones. Finally, focus on using Azure Arc to manage on-premises and multi-cloud environments. This course can be used to prepare for exam AZ-900, Microsoft Azure Fundamentals.
11 videos |
1h
Assessment
Badge
CompTIA IT Fundamentals: CIA Triad
Computer data is created at a rate that we can barely comprehend. Much of that information is immensely useful and readily available to anyone, but there is a large contingent of information that is and should remain confidential. In this course, you will explore the CIA triad, beginning with the principle of least privilege and concerns surrounding confidentiality, integrity, and availability. Then you will learn about methods for protecting information, including antivirus and antimalware software, firewalls, password security, and safe browsing. Finally, you will discover the importance of patching and updates, best practices for device security, and removing unwanted software. This course helps prepare learners for the CompTIA IT Fundamentals (ITF+) certification exam, FC0-U61.
17 videos |
1h 43m
Assessment
Badge
CompTIA A+ Core 1: Cloud Computing Concepts
Cloud computing allows users to store and access data and programs over the internet instead of a local hard drive. In this course, explore cloud computing concepts such as cloud model types, resource sharing, measure service, and virtual desktops. Discover the features of Infrastructure as a Service (IaaS), Software as a Service (SaaS), and Platform as a Service (PaaS); and learn how to differentiate between public, private, hybrid, and community cloud infrastructures. Discover key differences between internal and external shared resources and explore rapid elasticity, a feature that allows for scalable provisioning. Finally, examine the considerations and benefits of using a measured service or a metered service and investigate the types of virtual desktops and their purposes. This course will prepare learners for the CompTIA A+ Core 1 (220-1101) certification.
11 videos |
1h 17m
Assessment
Badge
CompTIA A+ Core 2: Information Management & Change Management Processes
Ticketing systems are a great way to collect user and device information, descriptions of problems, and problem resolutions. This course will explore ticketing and asset management systems and how these systems capture information about events and resources. Explore document types such as acceptable use policies, compliance, and network topology diagrams. Discover components of a typical standard operating procedure, including procedures for custom installation of software packages. Next, consider the importance of knowledge base articles and explore best practices for documenting business processes, including rollback plans, sandbox testing, and responsible staff members. Lastly, explore considerations when explaining basic change management best practices. This course is part of a series that will help you prepare for the CompTIA A+ Core 2 (220-1102) certification exam.
11 videos |
55m
Assessment
Badge
Cloud Data Platforms: Cloud Computing
Cloud computing has revolutionized the way we build, deploy, and maintain applications. Due to this paradigm shift, many businesses now rent rather than own IT infrastructure. This new way of approaching infrastructure requirements has given way to multiple cloud computing models, such as Software as a Service (SaaS), Platform as a Service (PaaS), Infrastructure as a Service (IaaS), and Function as a Service (FaaS). Knowing what your options are for cloud computing can help you choose the best models for your needs. Use this course to gain a solid foundational understanding of cloud computing. Compare various cloud service providers based on services, available tools, and pricing. Learn about real-life use cases for cloud computing and how businesses can benefit from this ever-evolving technological feat. When you've completed this course, your newfound knowledge of cloud computing will help you decide how it can help your business.
12 videos |
46m
Assessment
Badge
DevOps Platforms and Operations: AIOps & MLOps Basics
MLOps is used to scale and govern machine learning operations, while AIOps provides a way to solve business problems and reduce incident management overhead using AI. In this course, you'll begin with an introduction to what AIOps is and which common IT operations it can be applied to. Discover AIOps capabilities, main business areas which AIOps can be incorporated into, and the benefits to an organization considering adoption. Next, explore various business use cases suitable for AIOps and adoption from a business and technical perspective. Moving on, look at the capabilities provided by MLOps and the benefits of MLOps to a data scientist. Next, explore the steps involved in implementing MLOps including the tools, challenges, and best practices involved. Upon completion of this course, you'll be able to identify the differences between AIOps, MLOps, and DevOps.
14 videos |
1h 25m
Assessment
Badge
Getting Started with MLOps
MLOps is the integration of machine learning (ML) with DevOps, focusing on streamlining the end-to-end machine learning life cycle. It emphasizes collaboration, automation, and reproducibility to deliver reliable and scalable machine learning solutions. By implementing MLOps practices, organizations can efficiently manage and govern their machine learning workflows, leading to faster development cycles, better model performance, and enhanced collaboration among data scientists and engineers. In this course, you will delve into the theoretical aspects of MLOps and understand what sets it apart from traditional software development. You will explore the factors that affect ML models in production and gain insights into the challenges and considerations of deploying machine learning solutions. Next, you will see how the Machine Learning Canvas can help you understand the components of ML development. You will then explore the end-to-end machine learning workflow, covering stages from data preparation to model deployment. Finally, you will look at the different stages in MLOps maturity in your organization, levels 0, 1, and 2. You will learn how organizations evolve in their MLOps journey and the key characteristics of each maturity level.
11 videos |
1h 27m
Assessment
Badge
Security Principles for DevSecOps
Computer systems and the Internet have changed the way the world does everyday activities. These innovations allow people and businesses to be more connected and accessible than ever before. However, as the Internet evolved, so did Internet security threats, including the sophistication of Internet scams and attacks. In this course, you will explore the history of computer systems and the Internet and discover the basic tenants of information security: confidentiality, integrity, and availability. You will discover different types of information security including application, cloud, and infrastructure security and explore information security risks including advanced persistent threats, insider threats, and ransomware. You will also learn to differentiate between InfoSec, cybersecurity, and DevSecOps. Finally, you will explore common benefits of DevSecOps, including delivery and security.
15 videos |
2h 14m
Assessment
Badge
Planning AI Implementation
This 13-video course explores how artificial intelligence (AI) can be leveraged, how to plan an AI implementation from setup to architecture, and the issues surrounding incorporating it into an enterprise for machine learning. Learners will explore the three legs of AI: how it applies intelligence-like behavior to machines. You will then examine how machine learning adds to this intelligence-like behavior, and the next generation with deep learning. This course discusses strategies for implementation of AI, organizational challenges surrounding the adoption of AI, and the need for training of both personnel and machines. Next, learn the role of data and algorithms in AI implementation. Learners continue by examining several ways in which an organization can plan and develop AI capability; the elements organizations need to understand how to assess AI needs and tools; management challenges; and the impact on personnel. You will learn about pitfalls in using AI, and what to avoid. Finally, you will learn about data issues, data quality, training concepts, overfitting, and bias.
13 videos |
44m
Assessment
Badge
Project Evaluation: Defining Success Metrics
Effective metrics play an important role in ensuring the success of a software project. In this 13-video course, learners will discover how metrics are used to evaluate projects and explore various types of Agile metrics including Lean, Kanban, and Scrum. Begin by examining the importance of the tasks performed by a project analyst in ensuring project success. This leads into an overview of metrics as a measurement tool to evaluate performance. Learn the essentials for project metrics; various types of Agile metrics, and the Agile metrics that are commonly used to evaluate Agile projects. Learners observe how to decide the right metric, qualities that make a metric powerful; recognize details required to define a metric; and how to set benchmarks for effective metrics. Next, learn how to recognize the correct way to evaluate projects by using metrics, and discover best ways to present information gathered using metrics. The final tutorial covers reviewing and improving metrics, or the need to reassess effectiveness of a metric as a criterion for success.
13 videos |
40m
Assessment
Badge
PMI PDU
Information Security for Leaders: An Introduction to InfoSec
Information security, often called InfoSec, consists of tools and processes used to protect data and sensitive information from threats and attacks. In this course, explore the history of information security and discover how to differentiate between cybersecurity and information security. Discover common myths and misconceptions about information security and learn about types of information security, such as infrastructure, cloud, application, and incident response. Next, you will explore security threats, including social media attacks, social engineering, malware, and misconfigurations, and common information security and data protection laws. Finally, you will investigate the responsibilities of a Chief Information Security Officer (CISO), including developing sound security practices, identifying security objectives, conducting awareness and training programs, and ensuring regulatory compliance. Upon completion, you'll be able to recognize the importance of information security and the key roles and responsibilities required to protect an organization
15 videos |
1h 18m
Assessment
Badge
Information Security for Leaders: Elements of InfoSec
Confidentiality, integrity, and availability, otherwise known as the CIA triad, is a common information security model used by organizations to design and implement their overall security policies and frameworks. In this course, you will learn the basics of confidentiality, integrity, and availability, and discover emerging challenges brought on by big data and the Internet of Things (IoT). Explore the stages of information security risk management (ISRM) and learn how to differentiate between various types of security controls. Discover techniques such as defense in depth, data classification, cryptography, access control, and governance, and the importance of having a sound incident response and management strategy in place. Lastly, learn about the role of investigations and forensics as well as the steps in a forensic investigation such as searching and seizing, acquisition, analysis, and reporting. After course completion, you'll be able to recognize common elements of information security.
15 videos |
1h 54m
Assessment
Badge
Information Security for Leaders: Elements of an InfoSec Team
There are many elements to a successful InfoSec team, but its goal is always to protect the organization's electronic data and information technology systems. In this course, you will learn about the responsibilities of an IT security team and the many roles required for success. Explore the responsibilities of a chief information security officer and a chief information officer and discover the primary responsibilities of a network security engineer, which include ensuring hardware and software security and updating and patching resources. Next, you will differentiate between the roles of penetration tester, information owner, junior engineer, computer technician, forensic investigator, and digital forensic examiner. Then examine key stakeholder and decision-maker roles. Lastly, explore the role of DevSecOps and list ways it can have a positive impact on information security. Upon completion, you'll be able to recognize the elements of an InfoSec team.
14 videos |
1h 39m
Assessment
Badge
Managing Enterprise InfoSec Risks & Risk Tolerance
IT security risks can be defined as a combination of the consequences of an event and the associated likelihood of occurrence. They can be managed by an organization through asset-safeguarding strategies. Through this course, learn about managing enterprise information security (InfoSec) risk and risk tolerance. Explore the definition of risk, how it differs from threats and vulnerabilities, and the history of information security. Next, discover common threats to IT systems and data, how to identify and manage security risks, and the key differences between quantitative and qualitative risk analysis. Finally, learn about common risk assessment tools and the differences between penetration testing and vulnerability assessments. Upon completion, you'll be able to outline and manage IT security risks.
15 videos |
1h 44m
Assessment
Badge
InfoSec Crisis Management & Incident Response
Not only do IT security teams need to be ready to identify security incidents, but they also need to be able to respond to and manage the environment during a crisis. In this course, you'll explore the term 'crisis' and identify crisis management practices. Discover the key components of an organizational crisis readiness program, including planning, training, technology, tools, and continuous improvement. Next, investigate the roles and responsibilities of a crisis management team, examine measures to minimize disruptions, and determine how incident response planning can help organizations better respond to critical incidents. Then, investigate how to best identify incidents and learn how early detection of incidents can be crucial to containing threats. Lastly, explore the various steps of a typical incident response plan, focusing on identification, containment, investigation, eradication, recovery, and lessons learned. After completing this course, you will be able to recognize what constitutes a crisis and respond to and manage security incidents.
15 videos |
1h 34m
Assessment
Badge
Information Security Practices: Multi-year InfoSec Planning
There is no easy way to predict the future of information security. There are however strategies leaders can implement to better plan and prepare for future growth, security, and threats. In this course, examine potential information security threats, how complexity makes them challenging to predict and plan for, and the threats that ransomware, cybercrime, and the growing crime-as-a-service (CaaS) community pose. Next, discover how work shortages and voids created by skills gaps can cause major issues and the impact of recent global pandemics. Finally, explore operational technology, application container risks, and the evolving risks posed by artificial intelligence and machine learning. Upon completion, you'll be able to plan for the future as an InfoSec leader.
15 videos |
1h 17m
Assessment
Badge
Proactive InfoSec Leadership
A good information security leader will likely be responsible for many areas, including security operations, fraud prevention, program management, and investigations. Effective leaders should possess a clear vision, inspire others, and deliver results. In this course, you will explore the potential education requirements of an InfoSec leader and discover how experience working in security or business management can be a requirement for many senior-level executive roles. Examine the qualities that make good leaders, including interpersonal skills, honesty, integrity, business acumen, and ethical decision-making. Discover how successful leaders are often big picture thinkers who are capable of making quick decisions, and explore other qualities of a leader including loyalty, leadership, confidence, positivity, empathy, humility, creativity, and accountability. After completion of this course, you'll be able to recognize the qualities of a good security leader.
15 videos |
1h 27m
Assessment
Badge
Certified in Cybersecurity (CC): Core Security Principles & Risk Management
It is of high importance that organizations operate upon a solid foundation of security principles, concepts, and risk management. It is impossible to reduce security risk until core security and risk management principles are defined. In this course, explore the elements of the confidentiality, integrity, and availability (CIA) triad, along with the essentials of authentication and using non-repudiation services. Next, examine what risk is and the terminology surrounding risk management, threats, and vulnerability. Finally, learn about risk assessment, identification, and treatment and compare qualitative and quantitative risk analysis. This course prepares learners for the (ISC)2 Certified in Cybersecurity exam.
11 videos |
32m
Assessment
Badge
Certified in Cybersecurity (CC): Security Governance, Policies, & Controls
Security governance is a huge part of overall corporate or organizational governance. The security practitioner must be aware of various governance elements, regulations, laws, standards, policies, and procedures. Begin this course by exploring the elements of governance, including mission charter, leadership, and corporate guidance. Then investigate various laws and regulations like General Data Protection Regulation (GDPR) and HIPAA, standards issued by the International Organization for Standardization and International Electrotechnical Commission (ISO/IEC), and the National Institute of Standards and Technology (NIST), and common policies and standard operating procedures. Next, examine the International Information System Security Certification Consortium (ISC2) code of ethics. Finally, discover security control categories and types. This course prepares learners for the (ISC)2 Certified in Cybersecurity exam.
10 videos |
25m
Assessment
Badge
Certified in Cybersecurity (CC): Business Continuity Planning
Many organizations nowadays have become aware of the need for business continuity planning, also known as continuity of operations. The main objective of a business continuity plan (BCP) is for an organization to maintain organizational operations while recovering from a major interruption. In this course, explore the importance and goals of business continuity and continuity of operations, as well as the components of a business continuity plan. Next, learn about business impact analysis (BIA), backup and restore policies, and disaster recovery plans. Finally, investigate the various tests and drills that incident response and business continuity plans should be subjected to. This course prepares learners for the (ISC)2 Certified in Cybersecurity exam.
10 videos |
30m
Assessment
Badge
Certified in Cybersecurity (CC): Networking & Security Infrastructure
Although new security practitioners can come from development, database, or other backgrounds, the majority of security professionals come from a networking background. It is virtually impossible to separate networking knowledge from security expertise. Begin this course by exploring network types, network devices, and device addressing mechanisms. Then you will discover the Open Systems Interconnection (OSI) and Transmission Control Protocol/Internet Protocol (TCP/IP) reference models, logical ports, and the TCP handshake. Next, you will focus on transport layer security (TLS) and IP security (IPsec). Finally, you will examine virtual LANs (VLANs) and Wi-Fi fundamentals. This course prepares learners for the (ISC)2 Certified in Cybersecurity exam.
12 videos |
45m
Assessment
Badge
Certified in Cybersecurity (CC): Security Best Practices & Security Awareness
A mature and successful organization will follow guidance and best practices to better secure all resources. Stakeholders at every level must understand their roles and responsibilities for contributing to a secure environment. In this course, the learner will begin by exploring common security policies, including acceptable use policies (AUPs) and remote access policies. You will then review the processes of configuration and change management. Finally, you will explore security awareness programs and topics, and the security awareness training life cycle. This course prepares learners for the (ISC)2 Certified in Cybersecurity exam.
8 videos |
24m
Assessment
Badge
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