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28Toolkit for AI Readiness and Capacity Assessment
Artificial Intelligence for Inclusive Sustainable Development and Inequalities Reduction
AI-Enabling Infrastructure (Technical
and Infrastructural Dimensions)
Without the relevant infrastructures, the development and deployment of AI-
based solutions cannot be scaled up throughout countries.
Therefore, this dimension refers to the level of ICT and technical infrastructure
in place, including the extent of Internet access and connectivity, the availability
of datacenters, cloud computing capabilities, and supercomputers, among
others. Given the critical importance of data for AI technologies, another aspect
within this dimension relates to the availability of high-quality data and practices
(UNESCO, 2023b).
Infrastructure and Connectivity
Internet access for all is a key component to ensure fairness and non-
discrimination in the development, deployment, and use of AI. It is critical to
tackle digital divides and ensure inclusive access to and participation in the
development of AI, promoting “equity between rural and urban areas, and
among all persons regardless of race, colour, descent, gender, age, language,
religion, political opinion, national origin, ethnic origin, social origin, economic
or social condition of birth, or disability and any other grounds, in terms of
access to and participation in the AI system life cycle” (UNESCO, 2022, p.20).
Toolkit for Artificial Intelligence Readiness and Capacity Assessment
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E-learning platforms have become increasingly popular, offering a modern and flexible alternative to traditional face-to-face learning. They bring a range of benefits, but also present some challenges that need to be considered to fully understand their impact on the educational process.Advantages of E-learning Platforms1. Flexibility and AccessibilityOne of the main advantages of e-learning platforms is the flexibility they offer. Learners can access educational materials anytime and from anywhere, needing only an internet connection. This is particularly beneficial for individuals with busy schedules or those living in remote areas without easy access to educational institutions.2. Personalized Learning PaceEvery student has their own learning pace, and e-learning platforms allow this to be adapted to the needs of each learner. Instead of being required to follow a fixed schedule, students can revisit lessons or move quickly through materials they already understand.3. Access to Diverse ResourcesOnline educational platforms offer access to a wide range of digital resources, such as videos, articles, interactive simulations, online quizzes, and discussion forums. This enhances the quality of learning and provides multiple opportunities for in-depth knowledge acquisition in an engaging and interactive way.4. Lower CostsE-learning is often more financially accessible than traditional education. Students can save money on transportation, accommodation, and physical materials, as most resources are available online. Additionally, the costs for institutions providing such platforms can be lower due to the elimination of expenses related to space and auxiliary staff.5. Instant Assessment and FeedbackE-learning platforms enable automatic evaluation of tests and assignments, providing immediate feedback to learners. This allows for a better understanding of progress and quick intervention where necessary.Disadvantages of E-learning Platforms1. Lack of Direct Human InteractionOne of the biggest challenges of e-learning is the lack of face-to-face interaction between students and teachers. This can affect the quality of their relationship, as well as the development of communication and collaboration skills. Direct interaction is essential for the exchange of ideas, clarification of concepts, and building interpersonal relationships.2. Required Self-disciplineTo succeed on an e-learning platform, learners need a high degree of self-discipline and motivation. Without a strict schedule or constant supervision, students may struggle to manage their time and tasks effectively.3. Technical IssuesOnline platforms rely on technology, which can be both an advantage and a source of problems. In the event of technical issues, such as internet outages or platform errors, access to educational materials can be affected. Additionally, not all students have access to high-performance equipment or a stable internet connection.4. Social IsolationOnline learning can contribute to a sense of isolation, as it lacks the social component specific to face-to-face learning. In traditional classrooms, physical interaction and direct discussions help foster a sense of community, which is harder to replicate in the online environment.5. Lack of Practical SkillsFor certain fields, practical learning is essential. On e-learning platforms, the lack of hands-on or laboratory components can limit learners' ability to directly experience theoretical concepts. For instance, in fields such as medicine, engineering, or the arts, face-to-face practical learning is crucial.Comparing E-learning to Traditional LearningIn conclusion, e-learning platforms bring numerous advantages, especially for those seeking flexibility and access to diverse resources. However, they cannot fully replace the benefits of face-to-face education, particularly regarding direct human interaction and practical learning. A hybrid approach, combining the best aspects of both methods, may be the ideal solution to improve the educational process overall.
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This is an example where #LeanSixSigma methodology together with #Minitab and #Statistics can be used in #QualityControl, #Research&Development, #ContinuousImprovement, #Engineering, #DataScientists
#TruthAndReconciliation is a must. Yet, how does Canada ensure that #truth will not be altered by those who do not understand it because many treaties with the Native population were made over centuries and as many were broken? #TrustTruthReconcilingCanada Many populations within Canada have no history knowledge and lack the understanding #educationHistoryCanada
I wrote an article: The Pulse of the Internet: What’s Trending on Twitter Today and How Trends Are Created
Today on Twitter, trends are dominated by a wide range of topics, from politics and sports to entertainment and video games. Globally, some of the most popular hashtags include #RRBNTPC_VACANCY_INCREASE, related to a recruitment issue in India, and #DAY6INBKK2024, which is about a major event for fans of the k-pop group DAY6 in Bangkok.In Germany, the trends reflect a mix of local elections, public transport discussions, and gaming buzz, especially about the new title State of Play.
n the United States, hashtags like #DWTS (referring to the show Dancing with the Stars) and discussions surrounding Marcellus Williams are leading the platform.Twitter trends are generated through a complex algorithm that takes into account the number of mentions within a specific time frame, the geographic distribution of conversations, and the novelty of topics. The algorithm doesn’t just focus on total tweet volume but also on how rapidly discussions about a particular subject increase, making it appear as a local or global trend. This means a trend can suddenly arise due to a major event, release, or controversy, and varies across regions.The platform is constantly updating, with trends refreshed periodically to reflect the most relevant topics at any given moment.
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Each opportunity is the same but it depends on the #actor if it would be pursued or not.
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When #equal opportunities are presented to students, only some will pursue self-learning as a way of reaching their goals. The #manystudents will pass each opportunity and see it as insignificant. #significantOpportunities
The heavy rainfall in Central Europe, which has affected countries such as the Czech Republic, Germany, Austria, and Poland, could also have significant impacts on Romania in the coming days. The meteorological systems causing torrential rain in these regions are expected to move eastward, bringing abundant precipitation to Romania. These rains are predicted to primarily affect the northwestern and central parts of the country, with the risk of localized flooding.
For instance, in the Czech Republic, intense rain has already triggered flood alerts in Prague, and authorities expect the situation to worsen in the following days【6†source】. In Slovakia, which borders Romania, authorities have taken preventive measures to control possible overflows of rivers flowing into the Danube【7†source】.
In the short term, Romania will experience intensifying rainfall, which may lead to rising river levels and potential flooding in low-lying areas. The northern and western regions will be most affected, but mountainous areas may also see significant water accumulation【8†source】. These phenomena are exacerbated by climate change, which increases the frequency and intensity of extreme weather events【7†source】.
It is crucial for authorities and citizens to stay vigilant, monitor weather warnings, and take preventive measures in flood-prone areas.
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The changes in #chemicalreactions can happen very fast but similarly are the #socialtransformation processes when there is asymmetry, different energy levels leading to bond-breaking, etc.
There are large databases created for #healthcare to prevent #people losing their lives and yet the restrictions imposed by #policymakers are against the #healthcareVerification and the question is why??? #breastCancer #healthcareEquipment #healthcareTechnologies
It is well known by now that the #countries #culture leads directly to #productivity increases therefore any country that wants to have a #qualityofLife has to ensure a #commonCulture that is directly related to its ancestors and those #alike rather than to an influx of #largeMixesCultures. #qualityOfLife