Training Recommendations

For any Business and Management professional hoping to achieve fluency in skills that are common and essential across the 8 ICT jobs under the Business and Management job family: AI literacy, AI technologies, agile thinking, agile methodologies, creative thinking, critical thinking, communication, data analytics, ethical and Responsible AI, problem solving, solutioning, stakeholder engagement, prompt engineering and project management.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

Essential common foundational skills needs across ICT job roles under the Business and Management job family for AI preparedness.

For any Business analyst professional hoping to achieve fluency on principal skills like data analyst, Python programming, dashboard and data visualization.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Business Intelligence analyst professional hoping to achieve fluency on principal skills like data analyst, Python programming, dashboard, data visualization, Machine Learning and SAP and Microsoft analytic tools.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Business systems analyst professional hoping to achieve fluency on principal skills like data analyst, Python programming, dashboard, data visualization, management and business processes.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Customer Service Representative professional hoping to achieve fluency on principal skills like customer experience, data analysis, integrating AI solutions, laws and regulations on data protection and privacy and security.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Digital Marketing Specialist professional hoping to achieve fluency on principal skills like customer service, digital marketing, marketing, problem solving and process controls and social media.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Product Manager professional hoping to achieve fluency on principal skills like artificial intelligence, data analysis, product Design, UX design and Product management.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Project Manager professional hoping to achieve fluency on principal skills like artificial intelligence, agile Management, change management, data analysis, project management, project planning and developing, problem Solving, prompt engineering and risk management.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Senior Product Manager professional hoping to achieve fluency on principal skills like artificial intelligence, data analysis, Jira, product design, user experience, and product management.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Cybersecurity Analyst professional hoping to achieve fluency on principal skills like vulnerability management, risk analysis, security policies, risk management, firewall, security information and event management (SIEM), information systems security, governance, vulnerability assessments, penetration testing, access controls, malware analysis.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Ethical Hacker professional hoping to achieve fluency on principal skills like ethical hacking, penetration testing, vulnerability scanning, social engineering, exploiting networks, exploiting applications, IoT security, vulnerability assessment, reporting and pen testing tools.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Information Security Specialist professional hoping to achieve fluency on principal skills like Cyber threat intelligence, Information assurance, Encryption, Firewall Incident response, Security policies, risk analysis, security policies and Vulnerability management.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Soc Analyst Level 1 professional hoping to achieve fluency on principal skills like attack methods, computer forensics, cryptography, cybersecurity, data and event analysis, endpoint threat analysis, host-based analysis, incident response, malware analysis, network attacks, network intrusion analysis secOps, security concepts, security monitoring, security policy, security procedures, SOC metrics and threat detection.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any Data Analyst professional hoping to achieve fluency on principal skills like SQL, Python, Microsoft Excel, data visualization, data management, R, data governance, data management and data modeling.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Data Engineer professional hoping to achieve fluency on principal skills like Python programming, Apache NiFi, Apache Airflow and Tableau.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Data Scientist professional hoping to achieve fluency on principal skills like Big Data Technologies, Tools, and Techniques, Data Mining, Data Mining, Data Modeling, Statistical Analysis Programming Languages and Machine Learning Frameworks.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Data Specialist professional hoping to achieve fluency on principal skills like Python programming, Apache NiFi, Apache Airflow and Tableau.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Design Engineer professional hoping to achieve fluency on principal skills like AI powered programming, Machine Learning tools, Azure AI and Generative design foundations.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Design Engineer professional hoping to achieve fluency on principal skills like AI powered programming, Machine Learning tools, Azure AI and Generative design foundations.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any UX Designer professional hoping to achieve fluency on principal skills like AI powered programming, Machine Learning Tools, Azure AI, generative design foundations and UX design foundations.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Database Administrator​ professional hoping to achieve fluency on principal skills like AI security, artificial neural networks and Microsoft SQL server.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Help Desk Analyst​ professional hoping to achieve fluency on principal skills like diagnose and troubleshoot, provide technical support, install and configure, educate and train, document and track, escalate complex problems, monitor system performance, prioritize and manage requests and provide excellent customer service.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any IT Manager professional hoping to achieve fluency on principal skills like cybersecurity risks of generative AI, how to implement effective governance, risk, and compliance (GRC) processes for LLMs, Google Cloud Machine Learning, AWS Machine Learning, GPT models, embedding models, codex models, and DALL-E models.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any IT Support Technician​ professional hoping to achieve fluency on principal skills like Automation, End-user training, Issue tracking, Microsoft Windows, Planning, Project management, Software installation, Testing methodologies, Virtual private networks and Windows servers.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any Network Administrator​ professional hoping to achieve fluency on principal skills like Ethernet, IP connectivity, IP services, IP subnetting, IPv4 And IPv6, addressing, network fundamentals, security fundamentals, switching, dynamic routing, Network Address Translation (NAT), network automation basics, basic OSPF, Quality of Service (QoS) and security threat.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any Network and IT Automation Engineer professional hoping to achieve fluency on principal skills like application deployment, applications, application security, automation, network programming, REST, Python programming, machine learning, retrieval augmented generation and large language models.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any Network and IT Automation Engineer professional hoping to achieve fluency on principal skills like application deployment, applications, application security, automation, network programming, REST, Python programming, machine learning, retrieval augmented generation and large language models.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Senior Network Engineer​​ professional hoping to achieve fluency on principal skills like network engineering, firewall,  network management, network troubleshooting, network performance management, automation, Python (Programming Language), scripting, AI/ML for networking, data analytics, network telemetry, network security, network monitoring, SD-WAN, network quality of service (QoS), sustainability practices, SASE (Secure Access Service Edge), cloud-native security, digital experience assurance and sustainability metrics.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

Access management (AD, etc.), cloud services, configuration management, cyber security, disaster recovery, scripting, technical support and virtualization.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Systems Analyst professional hoping to achieve fluency on principal skills like Vertex AI machine learning services, MLOps, Data Management, GitHub Copilot, debugging and issue resolution strategies, collaborative development for remote teams, documentation techniques, and more.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any AI / ML Engineer professional hoping to achieve fluency on principal skills like algorithm, artificial Intelligence, big data, data analysis, data science, data pipelines, machine learning, Python, operations and version control.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Application Developer professional hoping to achieve fluency on principal skills like Machine learning, Artificial Intelligence, Software development, Testing and troubleshooting, System integration and Software architecture design.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Back-End Developer professional hoping to achieve fluency on principal skills like machine learning, Back-End applications, Python programming, neural networks, PostgreSQL, Django (Web Framework), MongoDB, Docker Products, Flask, Representational State Transfer (REST), Object Relational Mapping (ORM), Observability, and Relational Database (RDBMS).

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Cloud Engineer professional hoping to achieve fluency on principal skills like AWS, Google Cloud, Cloud compute, Microsoft Azure and MLOps.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Front-End Developer professional hoping to achieve fluency on principal skills like GPT models, JavaScript, HTML5, Microsoft Azure, React.js and apply GitHub Copilot in coding and enhance your coding with comment-based generation.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Full-Stack Developer professional hoping to achieve fluency on principal skills like GPT models, JavaScript, HTML5, Microsoft Azure, Python, and React.js.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Java Developer professional hoping to achieve fluency on principal skills like machine learning, Python programming, JavaScript and Web development.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Principal Software Engineer professional hoping to achieve fluency on principal skills like application development, Artificial Intelligence (AI), CI/CD, C++ Programming, Cloud computing, Flask, security, Software testing, test automation and Web application.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any Python Developer professional hoping to achieve fluency on principal skills like Algorithmic Thinking, Analytical Thinking, Basic Python Programming, Best Practices in Programming, Computer Programming Design, Develop, Debug, Scripts and Procedural Programming.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Software Architect professional hoping to achieve fluency on principal skills like prompt engineer, code review, Machine Learning and software debug.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Software Developer Engineer professional hoping to achieve fluency on principal skills like code review, compliant Development, DevSecOps, prompt engineer, security, software debug, software test engineering and test execution, and secure code development.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Senior Software Development Engineer professional hoping to achieve fluency on principal skills like Prompt Engineer, Code Review, Software Debug, Artificial Neural Network, Python Programming, Application development, Artificial Intelligence (AI), CI/CD, Microservices, Cloud Computing, Kubernetes, Devops, Software Testing and Test-Driven Development.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any Software Engineer professional hoping to achieve fluency on principal skills like back-end development for websites, consuming APIs, Front-end development for website (HTML5, CSS, JavaScript), Devops, GitHub and version control, Prompt Engineer, Software debug, Software test engineering and test execution.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Senior Software Engineer professional hoping to achieve fluency on principal skills like Cloud Computing, Code Review, Mongodb, Prompt Engineer, Software Debug and project management.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

(*) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

For any Web Developer professional hoping to achieve fluency on principal skills like Learning to converse with the ChatGPT UI to create fully realized web applications, web development, how to effectively use prompts, code optimization, automated testing and quality assurance.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Quality Assurance Analyst professional hoping to achieve fluency on principal skills like AI Models, AI powered programming, Machine Learning tools, Azure AI and Generative design foundations, Prompt Engineering and Testing Automation.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Web Developer professional hoping to achieve fluency on principal skills like AI powered programming, code review, LLM Architecture, prompt engineering, software debug and software test automation.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.

For any Web Developer professional hoping to achieve fluency on principal skills like prompt engineering, Task Coordination, Regulatory Compliance, Microsoft Office, Project Team Management and Prioritization.

Note: Recommendations for developing job-specific skills in line with our analysis are provided directly by Consortium members or sourced from reputable organizations, including leading universities. These resources are available either for free or with an associated fee. We will update these resources regularly.