Certificate in AI Retrospective: Historical Review

Name: Certificate in AI Retrospective: Historical Review
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The Certificate in AI Retrospective: Historical Review is a comprehensive course that offers a detailed examination of artificial intelligence (AI) development from its inception to the present day. This course is vital for professionals seeking to understand the evolution of AI and its impact on various industries.

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AboutThisCourse

It provides learners with an in-depth analysis of the key milestones, figures, and innovations that have shaped AI as we know it today. With the increasing demand for AI expertise across industries, this course equips learners with essential skills for career advancement. It provides a solid foundation for understanding the principles and applications of AI, enabling learners to make informed decisions in their professional lives. By the end of this course, learners will have a comprehensive understanding of AI history, its current state, and future potential. They will be able to apply this knowledge to a range of practical scenarios, making them highly valuable in today's AI-driven job market.

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CourseDetails

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• Early AI Research:
- Turing Test
- Dartmouth Conference
• Symbolic AI:
- Rule-based systems
- Expert systems
• The AI Winter:
- Limitations of Symbolic AI
- Shift towards practical applications
• Connectionism and Neural Networks:
- Perceptron
- Multilayer Perceptrons
• The 1980s and 1990s:
- Evolution of Neural Networks
- Emergence of Machine Learning
• The 21st Century:
- Deep Learning
- AI in everyday life

CareerPath

This section showcases a 3D pie chart featuring AI roles and their respective market shares. The data reflects the growing demand for AI professionals in the UK. 1. Data Scientist: With 25% of the AI job market, data scientists focus on extracting insights from data and implementing algorithms to help businesses make better decisions. 2. Machine Learning Engineer: Accounting for 20% of the market, machine learning engineers design, build, and maintain machine learning systems that can learn from and make decisions based on data. 3. AI Engineer: AI engineers develop and maintain AI applications, using machine learning, deep learning, and other AI techniques to address business challenges. 4. AI Specialist: AI specialists possess a broad understanding of AI and machine learning technologies, and apply these tools to solve real-world problems. 5. Business Intelligence Developer: These professionals create and maintain business intelligence systems that enable businesses to make data-driven decisions. 6. Software Developer (AI Focused): Software developers with an AI focus create, test, and maintain AI-powered software, contributing to the advancement of AI technologies. 7. Data Analyst (AI Focused): Data analysts with an AI focus employ AI tools and techniques to collect, process, and analyze data, interpreting results and creating visualizations to inform business decisions. This engaging visual representation highlights the significance of AI roles in the UK job market, offering valuable insights for professionals looking to advance their careers in the ever-evolving AI landscape.

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BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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CERTIFICATE IN AI RETROSPECTIVE: HISTORICAL REVIEW

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London College of Foreign Trade (LCFT)

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05 May 2025

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