Tsinghua University's "AI Programming for Liberal Arts Students with Zero Basic Knowledge" (PDF file) - AI Tutorial Resources

Liberal Arts Students with Zero FoundationAI"Programming" is a book published by the School of Journalism and Communication at Tsinghua University.artificialintelligentThe college launched a program to help liberal arts students.fastmasterAIProgramming skills enhance competitiveness in the digital age. The course emphasizes the application of programming knowledge by liberal arts students.AItechnologyfastEnhance your programming skills and imagination without delving into complex code syntax; simply describe your needs using natural language. Through concrete examples, demonstrate how to use DeepSeek for data processing, text generation, and chart creation, helping liberal arts students better understand and apply its capabilities.AITechnology. AnalysisAIThe quality of generated data, application scenarios, and ethical and legal issues are emphasized.AIThe potential and challenges of generating data in scientific research, guiding liberal arts students in its use.AIPay attention to data quality and ethical issues.

GetLiberal Arts Students with Zero FoundationAIOriginal PDF file of "Programming"Scan the QR code to follow and reply: 20250325

• liberal arts studentsAINew Thinking in Programming
  • Human-machine eugenics, human-machine rapid birthIntroducing how liberal arts students can...AIBy engaging in programming, we can break away from traditional programming thinking and achieve eugenics and rapid human-machine interaction.
  • Dispelling Myths and Core PrinciplesFour steps to explain how to break throughAICommon programming myths and the key principles.
  • • AIRefactoring programming paradigms:introduceAIHow to refactor programming paradigms, including the evolution of programming paradigms andAIApplications in programming.
    • Preparation before practical operationUse PyCharm as the native code compiler.
    • Preparation before practical operationInstall the Python interpreter and related libraries.
    • Examples of commonly used Python libraries for data analysis and plotting List commonly used Python libraries for data analysis and plotting, and provide specific examples.
    • Summarizing Zhuge Liang's debating argumentsGenerate text based on DeepSeek and save it locally.
    • • DeepSeek provides the operation process.Provides detailed operating steps and code examples.
      • DeepSeek generated codeThis section displays code examples generated by DeepSeek.
      • Visualize Zhuge Liang's languageUse charts to illustrate the word frequency analysis of Zhuge Liang's language.
      • Wensheng Data
        • Social data andAIGenerate dataIntroducing social data andAIThe sources, characteristics, and applications of the generated data.
        • AIHallucinations and their basic characteristics:discussAIThe performance and characteristics of illusion problems, especially when loading multiple datasets.
        • AIHallucination problem extraction:Further discussionAIThe performance of the hallucination problem when loading multiple datasets.
        • Reverse satisfaction theoryExploring the theory of adverse satisfaction inAIPerformance in applications includes theoretical formalization, computational fulfillment, and improvement effects.
        • Conduct a data simulation experiment from scratch:The content introduces how to conduct data simulation experiments from scratch, including the wildly popular Stanford University model.AISmall town.
        • • intelligentbodyDefinition:introduceintelligentbodyThe three major systems (perception system, decision-making system, and learning system).
          • intelligentbodyThe 7-layer core architecture:introduceintelligentbodyThe 7-layer core architecture and its functions.
          • Belief Evolution under the Introduction of False InformationThe study investigates the impact of misinformation on the evolution of beliefs.
          • • Follow-up thoughtsThis section introduces the process and effects of proxy simulation experiments.
            • Innovative ideasThis section introduces how to improve the quality of text generation by preserving table headers and defining constraints.
            • Weibo andAITop 20 Keywords for Topic CollectionAnalyzing Weibo andAITop 20 keywords in the topic collection to understand the current situationAIHot topics in the field.
            • Data andAITop 20 Keywords for Topic Collection: Analyze data andAITop 20 keywords in the topic collection, mastering data science andAIResearchup to datedynamic.
            • Code for time series analysis The analysis results are presented using visual charts to help understand code performance and optimization directions.
            • Vincent Chart:
              • Start with methodology, start with image visualization. This section introduces how to begin data analysis using methods and visual visualizations.
              • DeepSeek application scenarios:Introduce the application scenarios of DeepSeek.
              • Data visualizationBased on the analysis resultsautomaticGenerate various types of visualization charts to clearly show the relationships and patterns in the data.
              • Questionnaire forms that are very familiar to social science studentsDemonstrating how to useAITechnological processing and analysis of questionnaire data commonly found in the social sciences.
              • • Beyond correlation analysis, it can also be used for modeling.How to utilizeAITo conduct more in-depth data analysis. Using...AIThe steps involved in analyzing public opinion events include data collection, processing, analysis, and interpretation of results.
                • Knowledge graphAIAssisted constructionHow to useAITo assist in building knowledge graphs. How to use a wiki.automaticIdentify and construct knowledge graphs. Build opinion graphs based on dependency relationships in texts, and analyze sentiment trends and thematic structures within the texts.
                • Wensheng website:
                  • Theoretical FrameworkBased on black-box encapsulation of API functional modules and component-based multi-modulesintelligentbodySimulation and convenient interactive design to achieveHigh efficiencyEasy-to-use website features and user experience.
                  • DeepSeek Implementation PathBased on creationintelligentbodyDefine interaction rules and generate an interaction prototype containing necessary elements and data sources to achieve [the desired outcome].intelligentbodyPlatform development and interaction design.
                  • DeepSeek+ online compilerHow to create a food website using DeepSeek and an online compiler.

                  GetLiberal Arts Students with Zero FoundationAIOriginal PDF file of "Programming"Scan the QR code to follow and reply: 20250325

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