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products:ict:ai:ai_course_1 [2023/07/26 18:57] – wikiadmin | products:ict:ai:ai_course_1 [2023/07/26 18:59] (current) – wikiadmin |
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| ====== AI Course 1 ====== |
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Topics for the three roles in AI. | Topics for the three roles in AI. |
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1. AI Expert: | 1. AI Expert: |
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The AI Expert course focuses on providing a comprehensive understanding of artificial intelligence, including theoretical concepts, algorithms, and practical applications. It is designed for individuals interested in developing AI systems and solutions for real-world problems. The course may include the following topics: | The AI Expert role focuses on providing a comprehensive understanding of artificial intelligence, including theoretical concepts, algorithms, and practical applications. It is for individuals interested in developing AI systems and solutions for real-world problems. The role includes the following topics: |
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- [[products:ict:ai:introduction_to_artificial_intelligence|Introduction to Artificial Intelligence: History, goals, and key concepts.]] | - [[products:ict:ai:introduction_to_artificial_intelligence|Introduction to Artificial Intelligence: History, goals, and key concepts.]] |
2. AI Data Analyst: | 2. AI Data Analyst: |
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The AI Data Analyst course is tailored for individuals interested in working with data and using AI techniques to extract insights and make data-driven decisions. The curriculum may include the following topics: | The AI Data Analyst part is tailored for individuals interested in working with data and using AI techniques to extract insights and make data-driven decisions. This part includes the following topics: |
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- [[products:ict:ai:data_analysis_fundamentals|Data Analysis Fundamentals]]: Data cleaning, exploration, and visualization. | - [[products:ict:ai:data_analysis_fundamentals|Data Analysis Fundamentals]]: Data cleaning, exploration, and visualization. |
3. AI Research Scientist: | 3. AI Research Scientist: |
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The AI Research Scientist course is designed for individuals who want to pursue cutting-edge research in artificial intelligence and contribute to advancing the field. It typically covers the following topics: | The AI Research Scientist part is designed for individuals who want to pursue cutting-edge research in artificial intelligence and contribute to advancing the field. It covers the following topics: |
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- [[products:ict:ai:advanced_machine_learning|Advanced Machine Learning]]: Deep dive into advanced ML algorithms, optimization techniques, and model evaluation. | - [[products:ict:ai:advanced_machine_learning|Advanced Machine Learning]]: Deep dive into advanced ML algorithms, optimization techniques, and model evaluation. |