2025年最全面的AI工程师训练营 The AI Engineer Course 2025 Complete AI Engineer Bootcamp

2025年最全面的AI工程师训练营 The AI Engineer Course 2025 Complete AI Engineer Bootcamp

01. Intro to AI Module Getting started.7z 581.2MB

02. Intro to AI Module Data is essential for building AI.7z 199.0MB

03. Intro to AI Module Key AI techniques.7z 407.5MB

04. Intro to AI Module Important AI branches.7z 415.3MB

05. Intro to AI Module Understanding Generative AI.7z 350.4MB

06. Intro to AI Module Practical challenges in Generative AI.7z 119.5MB

07. Intro to AI Module The AI tech stack.7z 233.8MB

08. Intro to AI Module AI job positions.7z 101.4MB

09. Intro to AI Module Looking ahead.7z 159.4MB

10. Python Module Why Python.7z 37.4MB

11. Python Module Setting Up the Environment.7z 124.5MB

12. Python Module Python Variables and Data Types.7z 47.2MB

13. Python Module Basic Python Syntax.7z 30.2MB

14. Python Module More on Operators.7z 34.8MB

15. Python Module Conditional Statements.7z 45.5MB

16. Python Module Functions.7z 59.5MB

17. Python Module Sequences.7z 80.9MB

18. Python Module Iteration.7z 61.8MB

19. Python Module A Few Important Python Concepts and Terms.7z 151.6MB

20. NLP Module Introduction.7z 34.6MB

21. NLP Module Text Preprocessing.7z 136.8MB

22. NLP Module Identifying Parts of Speech and Named Entities.7z 116.6MB

23. NLP Module Sentiment Analysis.7z 57.6MB

24. NLP Module Vectorizing Text.7z 27.5MB

25. NLP Module Topic Modelling.7z 133.9MB

26. NLP Module Building Your Own Text Classifier.7z 37.8MB

27. NLP Module Categorizing Fake News Case Study.7z 198.7MB

28. NLP Module The Future of NLP.7z 59.0MB

29. LLMs Module Introduction to Large Language Models.7z 176.1MB

30. LLMs Module The Transformer Architecture.7z 218.0MB

31. LLMs Module Getting Started With GPT Models.7z 155.5MB

32. LLMs Module Hugging Face Transformers.7z 143.2MB

33. LLMs Module Question and Answer Models With BERT.7z 188.5MB

34. LLMs Module Text Classification With XLNet.7z 136.7MB

35. LangChain Module Introduction.7z 143.0MB

36. LangChain Module Tokens Models and Prices.7z 49.2MB

37. LangChain Module Setting Up the Environment.7z 100.6MB

38. LangChain Module The OpenAI API.7z 192.0MB

39. LangChain Module Model Inputs.7z 426.2MB

40. LangChain Module Message History and Chatbot Memory.7z 379.7MB

41. LangChain Module Output Parsers.7z 74.8MB

42. LangChain Module LangChain Expression Language LCEL.7z 693.9MB

43. LangChain Module Retrieval Augmented Generation RAG.7z 957.7MB

44. LangChain Module Tools and Agents.7z 332.7MB

45. Vector Databases Module Introduction.7z 151.0MB

46VectorDatabasesModuleBasicsofVectorSpaceandHighDimensional.7z 136.5MB

47VectorDatabasesModuleIntroductiontoThePineconeVectorDatabase.7z 225.0MB

48VectorDatabasesModuleSemanticSearchwithPineconeandCustom.7z 628.1MB

49. Speech Recognition Module Introduction.7z 117.7MB

50. Speech Recognition Module Sound and Speech Basics.7z 73.9MB

51. Speech Recognition Module Analog to Digital Conversion.7z 83.3MB

52SpeechRecognitionModuleAudioFeatureExtractionforAIApplications.7z 128.0MB

53. Speech Recognition Module Technology Mechanics.7z 177.3MB

54. Speech Recognition Module Setting Up the Environment.7z 138.9MB

55SpeechRecognitionModuleTranscribingAudiowithGoogleWeb.7z 239.0MB

56SpeechRecognitionModuleBackgroundNoiseandSpectrograms.7z 303.4MB

57SpeechRecognitionModuleTranscribingAudiowithOpenAI'sWhisper.7z 298.0MB

58SpeechRecognitionModuleFinalDiscussionandFutureDirections.7z 76.1MB

59. LLM Engineering Module Introduction.7z 78.9MB

60. LLM Engineering Module Planning stage.7z 233.7MB

61. LLM Engineering Module Crafting and Testing AI Prompts.7z 109.2MB

62. LLM Engineering Module Getting to Know Streamlit.7z 89.0MB

63. LLM Engineering Module Developing the prototype.7z 197.1MB

64. LLM Engineering Module Solving Real-World AI Challenges.7z 123.3MB

65. AI Ethics Module Introduction to AI and Data Ethics.7z 474.8MB

66. AI Ethics Module The Core Principles of AI Ethics.7z 172.2MB

67. AI Ethics Module Ethical Data Collection.7z 127.7MB

68. AI Ethics Module Ethical AI Development.7z 156.3MB

69. AI Ethics Module Ethical AI Deployment.7z 157.7MB

70. AI Ethics Module Ethical AI for End-Users Businesses.7z 170.7MB

71. AI Ethics Module Ethical AI for End-Users Individuals.7z 224.3MB

72. AI Ethics Module ChatGPT Ethics.7z 372.7MB

73. AI Ethics Module Data and AI Regulatory Frameworks.7z 164.4MB

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