MindMap Gallery DeepSeek From Beginner to Mastery
This is a article about DeepSeek: From entry to proficient mind map, the main contents include: AI usage level and breakthrough path, analysis of factors that affect human-computer symbiosis quality, advanced use of AI, prompt chain design, prompt design, how to use DeepSeek? What can DeepSeek do? What is DeepSeek? Written by the School of Journalism and Communication, Tsinghua University.
Edited at 2025-02-17 23:40:14This is a mind map about the annual work plan of the three pillars of human resources. The main contents include: strategic human resources planning, talent recruitment and allocation, employee performance management, employee training and development, employee relationships and communication, employee welfare and care, human resources information system construction, regulatory compliance and risk management, and organizational culture construction.
This is a mind map for the diagnosis and treatment of acute cerebral hemorrhage in patients with hemodialysis. The annual incidence of acute cerebral hemorrhage in patients with hemodialysis is (3.0~10.3)/1000, and the main cause is hypertension. Compared with non-dialysis patients, the most common bleeding site is the basal ganglia area, accounting for 50% to 80%; but the bleeding volume is large and the prognosis is poor, and the mortality rate is 27% to 83%. Especially for patients with hematoma >50ml, hematoma enlarged or ventricular hemorrhage on the second day after onset, the prognosis is very poor.
The logic is clear and the content is rich, covering many aspects of the information technology field. Provides a clear framework and guidance for learning and improving information technology capabilities.
This is a mind map about the annual work plan of the three pillars of human resources. The main contents include: strategic human resources planning, talent recruitment and allocation, employee performance management, employee training and development, employee relationships and communication, employee welfare and care, human resources information system construction, regulatory compliance and risk management, and organizational culture construction.
This is a mind map for the diagnosis and treatment of acute cerebral hemorrhage in patients with hemodialysis. The annual incidence of acute cerebral hemorrhage in patients with hemodialysis is (3.0~10.3)/1000, and the main cause is hypertension. Compared with non-dialysis patients, the most common bleeding site is the basal ganglia area, accounting for 50% to 80%; but the bleeding volume is large and the prognosis is poor, and the mortality rate is 27% to 83%. Especially for patients with hematoma >50ml, hematoma enlarged or ventricular hemorrhage on the second day after onset, the prognosis is very poor.
The logic is clear and the content is rich, covering many aspects of the information technology field. Provides a clear framework and guidance for learning and improving information technology capabilities.
DeepSeek: From Beginner to Mastery
What is DeepSeek?
AI
Chinese technology companies focusing on general artificial intelligence (AGI)
Domestic
Focus on the research and development and application of large models
free
Open source reasoning model DeepSeek-R1 is available for free commercial use
Open source
Provide application scenarios such as intelligent dialogue and text generation
powerful
Supports network search and in-depth thinking mode
What can DeepSeek do?
Text generation
Text generation
Text simplification, multilingual translation and localization
Text creation
Articles, stories, poetry writing and marketing copywriting generation
Summary and rewrite
Long text summary, text simplification
Structured Generation
Form, list generation, code comments, document writing
Natural Language Understanding and Analysis
Semantic analysis, sentiment analysis, intention recognition, etc.
Programming and code related
Code generation
Generate code snippets based on requirements
Code debugging
Error analysis and repair suggestions
Technical Document Processing
API document generation, code base explanation and example generation
Regular drawing
Provides regular drawing functions
How to use DeepSeek?
How to go from getting started to mastery?
Provides a guide to getting started to master
Inference Model
Models that strengthen inference, logical analysis and decision-making capabilities
Fast thinking and slow thinking: performance takes into account the overall perspective
The emergence of CoT chain thinking divides big models into two categories
Tip policy differences
Select the appropriate model according to task requirements
Key Principles
Priority to select models based on task type
Prompt design
The essential characteristics of prompts
Instruction type, Q&A, role-playing type, creative type, analytical type
Core skill system for prompt design
Technical expertise, cognitive ability, innovative thinking and soft power
DNA of Prompt: Deconstructing the Basic Elements of Power Prompt
Information class elements, structural class elements and control class elements
Tips for training AI: Key strategies to double the effectiveness of your prompt
Clarify core issues, concretely generate instructions, and remove unnecessary information
Common Traps and Countermeasures: Tips Design Mistakes that Newbie Must Know
Lack of iterative traps, over-instructions and fuzzy instructions traps
Prompt Chain Design
Concept and characteristics of prompt chain
Guide AI to generate continuity prompt sequences of content
Mechanism of the prompt chain (I)
Task decomposition and integration, thinking framework construction, knowledge activation and association
Mechanism of prompt chain (II)
Quality control and optimization, multimodal information processing, feedback integration and dynamic adjustment
Advantages and challenges of prompt chains
Definite goal, gradual complexity, logical coherence, flexibility and adaptability
Advanced use of AI
AI thinking
"The prompt word is the leverage to leverage AI"
Guiding force
"Preferred based on task type rather than model popularity"
Integration
“Integration is the source of innovation”
Judgment
"Keep independent thinking and be a gatekeeper for AI output"
Analysis on factors influencing human-machine symbiosis quality
Key Impact of Generation Quality
Input quality, basic capabilities, iterative optimization
The key path to influence people
Prompt engineering, quality control, creative guidance
The key path to the machine
Basic generation ability, understanding accuracy, and consistency guarantee
AI usage level and breakthrough path
Breakthrough path
Establish a prompt word system, design collaborative processes, develop innovative methods, and create personal characteristics
Innovative usage layer
Process reengineering, prompt word art, creative application
Advanced usage layer
Task combination, structured prompt words, active optimization
Basic usage layer
Single task, simple prompt words, passive application
School of Journalism and Communication, Tsinghua University