Course Overview
\001- Introduction: Learn about the course's permanent update plan and its importance
002- Specific Details and Update Cycle: Required reading for enrolled students, with a detailed explanation of the course schedule and update frequency
003- Course Content Introduction: Explore what the course covers and what you will gain from learning
004- The Past and Present of AIGC: Reveal the development history and current state of AIGC
005- Comparison of Large Language Models: In-depth analysis of the differences among major language models and a selection guide
006- Course Officially Begins: Explore the concept and importance of privatized large models
007- Knowledge Base, Fine-Tuning, AI Agent: A simple explanation of the meaning and role of knowledge bases, fine-tuning, and AI Agent
008- Open Source vs. Closed Source: A detailed analysis of the differences and importance of open source and closed source
009- Prompt Engineering: A brief introduction to the concepts of prompts and prompt engineering
010- In-Depth Explanation of Prompts: Deep dive into the applications and techniques of prompts
011- Prompt Assignment Walkthrough: Hands-on practice with using prompts
012- Computer Fundamentals: A comprehensive explanation of computer fundamentals
013- Basic Concepts of Cloud Servers: Deep understanding of the basic concepts and principles of cloud servers
014- Cloud Server Basics (Part 1): A detailed introduction to the fundamentals of cloud servers (Part 1)
015- Cloud Server Basics (Part 2): Deep understanding of the fundamentals of cloud servers (Part 2)
016- Linux Commands (1): Getting Started with the Basics of Linux Commands (Part 1)
017- Linux Commands (2): Exploring the Basics of Linux Commands (Part 2)
018- Linux Commands (3): In-Depth Understanding of the Basics of Linux Commands (Part 3)
019- Fundamentals of Machine Learning and Neural Networks: Interpreting the Basic Concepts and Principles of Machine Learning and Neural Networks
020- Advanced Core Knowledge Points of AI Large Models: In-Depth Analysis and Repeated Learning of Important Knowledge Points
021- Basic Principles and Role of Langchain: In-Depth Discussion of the Basic Principles and Applications of Langchain
022- ChatGLM2+Langchain (Pre-Deployment Preparation): Detailed Introduction to the Pre-Deployment Preparation for ChatGLM2 and Langchain
023- ChatGLM2+Langchain (Quick Deployment): Exploring the Quick Deployment Methods for ChatGLM2 and Langchain
024- ChatGLM2+Langchain (Parameter Tuning and Configuration): Detailed Explanation of Parameter Tuning and Configuration Methods for ChatGLM2 and Langchain
025- ChatGLM2+Langchain (Building the Knowledge Cart): Hands-On Practice of the Knowledge Cart Construction Method for ChatGLM2 and Langchain
026- ChatGLM One-Click Fine-Tuning (Detailed Introduction): Detailed Introduction to the Operation Methods of ChatGLM One-Click Fine-Tuning
027- ChatGLM One-Click Fine-Tuning (Pre-Fine-Tuning Preparation): Preparation Work and Precautions
028- ChatGLM One-Click Fine-Tuning (Fine-Tuning Process): Sharing of the Fine-Tuning Process and Techniques
029- Privatized Large Model 1 (Detailed Introduction): In-Depth Understanding of the Principles and Role of Privatized Large Models
030- Privatized Large Model 1 (Pre-Deployment Preparation): Sharing of Pre-Deployment Preparation Work and Techniques
031- Privatized Large Model 1 (Detailed Deployment Process): Detailed Introduction to the Deployment Process of Privatized Large Models
032- Privatized Large Model 1 (How to Use the Model): Hands-On Practice of How to Use Privatized Large Models
033- Project 4 Basic Introduction: Basic Concepts and Role of the Project
034- Project 4 Pre-Deployment Preparation: Preparation Work and Precautions Before Project Deployment
035- Project 4 Deployment Process: Sharing of the Detailed Deployment Process and Techniques of the Project
036- How to Use Project 4 (Part 1): Detailed Introduction to How to Use the Project (Part 1)
037- How to Use Project 4 (Part 2): Detailed Introduction to How to Use the Project (Part 2)
038- Project 5 Advanced Introduction: Advanced Features and Applications of Project 5
039- Project 5 Pre-Deployment Preparation: Sharing of Pre-Deployment Preparation Work and Techniques for Project 5
040- Project 5 Deployment Process: Sharing of the Detailed Deployment Process and Techniques for Project 5
041- Project 5 Calling GLM3 and Other Configurations: Detailed Introduction to the Calling and Other Configuration Methods of Project 5
042- How to Use Project 5 (System and Model Section): Hands-On Practice of the System and Model Usage Methods of Project 5
043- How to Use Project 5 (Skills, Knowledge, Applications): Hands-On Practice of the Skills, Knowledge, and Application Methods of Project 5
044- How Project 5 Calls a Single Agent and How to Use It: Hands-On Practice of How Project 5 Calls a Single Agent and How to Use It
045- Project 5 Agent Multi-Agent Usage Tutorial: Hands-On Practice of the Usage Methods of Project 5 Agent Multi-Agent
046- ChatGLM3-6B Fine-Tuning (Deployment Section): Detailed Introduction to the Deployment Methods of ChatGLM3-6B Fine-Tuning
047- ChatGLM Fine-Tuning (Multi-Turn Dialogue): In-Depth Interpretation of the Multi-Turn Dialogue Methods of ChatGLM Fine-Tuning
048- ChatGLM3 Fine-Tuning (Input and Output): Detailed Introduction to the Input and Output Methods of ChatGLM3 Fine-Tuning
049- Introduction to the Features of Large Model Project 7: In-Depth Understanding of the Features and Role of Large Model Project 7
050- Deployment Process of Large Model Project 7: Detailed Introduction to the Deployment Process of Large Model Project 7
051- How to Use Large Model Project 7 (Part 1): Hands-On Practice of How to Use Large Model Project 7 (Part 1)
052- How to Use Large Model Project 7 (Part 2): Hands-On Practice of How to Use Large Model Project 7 (Part 2)
053- Introduction to the Intelligent Sales Large Model Project: In-Depth Understanding of the Overview and Role of the Intelligent Sales Large Model Project
054- Deployment Process of the Intelligent Sales Large Model: Detailed Introduction to the Deployment Process of the Intelligent Sales Large Model
055- How to Use the Intelligent Sales Large Model (Part 1): Hands-On Practice of How to Use the Intelligent Sales Large Model (Part 1)
056- How to Use the Intelligent Sales Large Model (Part 2): Hands-on Practice of Using the Intelligent Sales Large Model (Part 2)
057- 50 Industries and Application Scenarios of Privatized Large Models: Exploring the Application Scenarios of Privatized Large Models Across Industries
058- How to Acquire 200,000 Enterprise Leads Every Day: Detailed Explanation of Methods and Techniques for Precisely Acquiring Large Numbers of Enterprise Leads Daily
059- Forms of Enterprise Cooperation Invitations: In-Depth Discussion of What Forms to Use When Sending Cooperation Invitations to Enterprises
060- Methods for Sending Enterprise Cooperation Invitations in Bulk: Detailed Explanation of Methods and Techniques for Sending Cooperation Invitations to Enterprises in Bulk
061- Detailed Explanation of Enterprise Communication and Business Negotiation: Detailed Introduction to How to Communicate and Negotiate Business with Enterprises and Points to Note