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The AI Engineer Course 2025 Complete AI Engineer Bootcamp
The AI Engineer Course 2025 Complete AI Engineer Bootcamp 全面AI工程师实战训练营 ⭐ 编辑推荐 从Python基础到NLP、LLM、LangChain，打造实战型AI工程师。 ✨ 课程亮点 ✦ Python基础与进阶 ✦ NLP与文本处理
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The AI Engineer Course 2025 Complete AI Engineer Bootcamp
全面AI工程师实战训练营
⭐ 编辑推荐
从Python基础到NLP、LLM、LangChain，打造实战型AI工程师。
✨ 课程亮点
✦Python基础与进阶
✦NLP与文本处理
✦LLM与LangChain应用
✦AI伦理与合规
课程目录
课程目录18 条
- The AI Engineer Course 2025 Complete AI Engineer Bootcamp
- 1 - Intro to AI Module Getting started
- 10 - Python Module Why Python
- 11 - Python Module Setting Up the Environment
- 12 - Python Module Python Variables and Data Types
- 13 - Python Module Basic Python Syntax
- 14 - Python Module More on Operators
- 15 - Python Module Conditional Statements
- 16 - Python Module Functions
- 17 - Python Module Sequences
- 18 - Python Module Iteration
- 19 - Python Module A Few Important Python Concepts and Terms
- 2 - Intro to AI Module Data is essential for building AI
- 20 - NLP Module Introduction
- 21 - NLP Module Text Preprocessing
- 22 - NLP Module Identifying Parts of Speech and Named Entities
- 23 - NLP Module Sentiment Analysis
- 24 - NLP Module Vectorizing Text
- 25 - NLP Module Topic Modelling
- 26 - NLP Module Building Your Own Text Classifier
- 27 - NLP Module Categorizing Fake News Case Study
- 28 - NLP Module The Future of NLP
- 29 - LLMs Module Introduction to Large Language Models
- 3 - Intro to AI Module Key AI techniques
- 30 - LLMs Module The Transformer Architecture
- 31 - LLMs Module Getting Started With GPT Models
- 32 - LLMs Module Hugging Face Transformers
- 33 - LLMs Module Question and Answer Models With BERT
- 34 - LLMs Module Text Classification With XLNet
- 35 - LangChain Module Introduction
- 36 - LangChain Module Tokens Models and Prices
- 37 - LangChain Module Setting Up the Environment
- 38 - LangChain Module The OpenAI API
- 39 - LangChain Module Model Inputs
- 4 - Intro to AI Module Important AI branches
- 40 - LangChain Module Message History and Chatbot Memory
- 41 - LangChain Module Output Parsers
- 42 - LangChain Module LangChain Expression Language LCEL
- 43 - LangChain Module Retrieval Augmented Generation RAG
- 44 - LangChain Module Tools and Agents
- 45 - Vector Databases Module Introduction
- 46 - Vector Databases Module Basics of Vector Space and HighDimensional Data
- 47 - Vector Databases Module Introduction to The Pinecone Vector Database
- 48 - Vector Databases Module Semantic Search with Pinecone and Custom Case Study
- 49 - Speech Recognition Module Introduction
- 5 - Intro to AI Module Understanding Generative AI
- 50 - Speech Recognition Module Sound and Speech Basics
- 51 - Speech Recognition Module Analog to Digital Conversion
- 52 - Speech Recognition Module Audio Feature Extraction for AI Applications
- 53 - Speech Recognition Module Technology Mechanics
- 54 - Speech Recognition Module Setting Up the Environment
- 55 - Speech Recognition Module Transcribing Audio with Google Web Speech API
- 56 - Speech Recognition Module Background Noise and Spectrograms
- 57 - Speech Recognition Module Transcribing Audio with OpenAIs Whisper
- 58 - Speech Recognition Module Final Discussion and Future Directions
- 59 - LLM Engineering Module Introduction
- 6 - Intro to AI Module Practical challenges in Generative AI
- 60 - LLM Engineering Module Planning stage
- 61 - LLM Engineering Module Crafting and Testing AI Prompts
- 62 - LLM Engineering Module Getting to Know Streamlit
- 63 - LLM Engineering Module Developing the prototype
- 64 - LLM Engineering Module Solving RealWorld AI Challenges
- 65 - AI Ethics Module Introduction to AI and Data Ethics
- 66 - AI Ethics Module The Core Principles of AI Ethics
- 67 - AI Ethics Module Ethical Data Collection
- 68 - AI Ethics Module Ethical AI Development
- 69 - AI Ethics Module Ethical AI Deployment
- 7 - Intro to AI Module The AI tech stack
- 70 - AI Ethics Module Ethical AI for EndUsers Businesses
- 71 - AI Ethics Module Ethical AI for EndUsers Individuals
- 72 - AI Ethics Module ChatGPT Ethics
- 73 - AI Ethics Module Data and AI Regulatory Frameworks
- 8 - Intro to AI Module AI job positions
- 9 - Intro to AI Module Looking ahead
- 获取更多精品课程资源.url
- 1 - Building an AI tool in 5 minutes A quick demo Arabic.vtt
- 1 - Building an AI tool in 5 minutes A quick demo English.vtt
- 1 - Building an AI tool in 5 minutes A quick demo French.vtt
- 1 - Building an AI tool in 5 minutes A quick demo Japanese.vtt
- 1 - Building an AI tool in 5 minutes A quick demo Korean.vtt
- 1 - Building an AI tool in 5 minutes A quick demo Polish.vtt
- 1 - Building an AI tool in 5 minutes A quick demo Portuguese.vtt
- 1 - Building an AI tool in 5 minutes A quick demo Spanish.vtt
- 1 - Building an AI tool in 5 minutes A quick demo Turkish.vtt
- 1 - Building an AI tool in 5 minutes A quick demo.srt
- 1 - Building an AI tool in 5 minutes A quick demoen.srt
- 1 - Intro to AI Flashcards.txt
- 1 - Intro-to-AI-Course-notes.pdf
- 2 - Intro to AI Flashcards.txt
- 2 - Intro-to-AI-Course-notes.pdf
- 2 - What does the course cover Arabic.vtt
- 2 - What does the course cover English.vtt
- 2 - What does the course cover French.vtt
- 2 - What does the course cover Japanese.vtt
- 2 - What does the course cover Korean.vtt
- 2 - What does the course cover Polish.vtt
- 2 - What does the course cover Portuguese.vtt
- 2 - What does the course cover Spanish.vtt
- 2 - What does the course cover Turkish.vtt
- 2 - What does the course cover.srt
- 2 - What does the course coveren.srt
- 3 - Intro to AI Flashcards.txt
- 3 - Intro-to-AI-Course-notes.pdf
- 3 - Natural vs Artificial Intelligence Arabic.vtt
- 3 - Natural vs Artificial Intelligence English.vtt
- 3 - Natural vs Artificial Intelligence French.vtt
- 3 - Natural vs Artificial Intelligence Japanese.vtt
- 3 - Natural vs Artificial Intelligence Korean.vtt
- 3 - Natural vs Artificial Intelligence Polish.vtt
- 3 - Natural vs Artificial Intelligence Portuguese.vtt
- 3 - Natural vs Artificial Intelligence Spanish.vtt
- 3 - Natural vs Artificial Intelligence Turkish.vtt
- 3 - Natural vs Artificial Intelligence.srt
- 3 - Natural vs Artificial Intelligenceen.srt
- 4 - Brief history of AI Arabic.vtt
- 4 - Brief history of AI English.vtt
- 4 - Brief history of AI French.vtt
- 4 - Brief history of AI Japanese.vtt
- 4 - Brief history of AI Korean.vtt
- 4 - Brief history of AI Polish.vtt
- 4 - Brief history of AI Portuguese.vtt
- 4 - Brief history of AI Spanish.vtt
- 4 - Brief history of AI Turkish.vtt
- 4 - Brief history of AI.srt
- 4 - Brief history of AIen.srt
- 5 - Demystifying AI Data science Machine learning and Deep learning Arabic.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning English.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning French.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning Japanese.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning Korean.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning Polish.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning Portuguese.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning Spanish.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning Turkish.vtt
- 5 - Demystifying AI Data science Machine learning and Deep learning.srt
- 5 - Demystifying AI Data science Machine learning and Deep learningen.srt
- 6 - Weak vs Strong AI Arabic.vtt
- 6 - Weak vs Strong AI English.vtt
- 6 - Weak vs Strong AI French.vtt
- 6 - Weak vs Strong AI Japanese.vtt
- 6 - Weak vs Strong AI Korean.vtt
- 6 - Weak vs Strong AI Polish.vtt
- 6 - Weak vs Strong AI Portuguese.vtt
- 6 - Weak vs Strong AI Spanish.vtt
- 6 - Weak vs Strong AI Turkish.vtt
- 6 - Weak vs Strong AI.srt
- 6 - Weak vs Strong AIen.srt
适合人群
- AI爱好者
- Python开发者
- 数据科学家
- 产品经理
🎯 学习收获
- 掌握Python在AI领域的应用
- 精通NLP与文本处理技术
- 了解LLM与LangChain原理
- 具备AI伦理与合规意识
🎉 祝您学习愉快！
