CBTNuggets - Introduction to Machine Learning 2024-3


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File Size:   28.91 GB
Creat Time:   2024-12-23
Active Degree:   21
Last Active:   2025-06-08
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Tags:    CBTNuggets - Introduction to Machine Learning 2024-3
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File List

  1. 55. Design Effective Prompts for Large Language Models/2. Iterative Prompt Engineering.mp4 206.89 MB
  2. 11. Examine Cost Functions and Parameter Tuning/6. Calculate Your Model's Performance.mp4 197.92 MB
  3. 52. Explore Multi-Label Classification with TensorFlow/2. Binary, Multi-Class, and Multi-Label Classification.mp4 195.79 MB
  4. 10. Apply Regression Concepts for Supervised Learning/3. Explore Linear Relationships Ordinary Least Squares.mp4 189.71 MB
  5. 3. Define What is Machine Learning/1. Introduction.mp4 185.32 MB
  6. 7. Define What is Machine Learning/1. Introduction.mp4 185.32 MB
  7. 21. Build a K-Nearest Neighbors Classifier/1. Introduction.mp4 178.44 MB
  8. 56. Implement LangChain in Language Model Workflows/3. Leverage LangChain Templating for Complex Prompts.mp4 178.09 MB
  9. 55. Design Effective Prompts for Large Language Models/5. Challenge Build The AutoBot ChatBot To Manage Orders.mp4 170.34 MB
  10. 9. Explore Data Pipelines and Linear Regression/5. Predicting Lumber Prices Feature Extraction.mp4 169.70 MB
  11. 4. Setup a Machine Learning Development Environment/2. Anaconda, Conda and Jupyter - Locally.mp4 164.73 MB
  12. 8. Setup a Machine Learning Development Environment/2. Locally.mp4 164.73 MB
  13. 1. Explore How AI Agents Navigate Driving Directions/2. What is Artificial Intelligence.mp4 163.06 MB
  14. 5. Explore How AI Agents Navigate Driving Directions/2. What is Artificial Intelligence.mp4 163.06 MB
  15. 28. Explore Gradient Descent & Back Propagation/6. Split The Train Test Datasets.mp4 162.34 MB
  16. 3. Define What is Machine Learning/2. What is Machine Learning.mp4 160.63 MB
  17. 7. Define What is Machine Learning/2. What is Machine Learning.mp4 160.63 MB
  18. 16. Implement Logistic Regression with Python/5. Implement Logistic Regression Part 1 Data Preprocessing, Cleaning, and Encoding .mp4 160.35 MB
  19. 62. Explore Transformer Encoders and Decoders/3. Attention Is All You Need (Optional).mp4 157.76 MB
  20. 17. Build a Python Decision Tree Classification Model/4. Introduction.mp4 155.72 MB
  21. 3. Define What is Machine Learning/3. Supervised.mp4 154.97 MB
  22. 7. Define What is Machine Learning/3. Supervised.mp4 154.97 MB
  23. 20. Build a Support Vector Machine Classifier/4. Data Loading and PreProcessing.mp4 151.34 MB
  24. 16. Implement Logistic Regression with Python/1. Introduction.mp4 150.75 MB
  25. 63. Examine the Fundamentals of HuggingFace/5. Spaces.mp4 147.05 MB
  26. 4. Setup a Machine Learning Development Environment/5. Cloud Services AWS, GCP, and Azure.mp4 146.22 MB
  27. 8. Setup a Machine Learning Development Environment/5. Cloud Services AWS, GCP, and Azure.mp4 146.22 MB
  28. 4. Setup a Machine Learning Development Environment/4. Google Colab.mp4 143.88 MB
  29. 8. Setup a Machine Learning Development Environment/4. Google Colab.mp4 143.88 MB
  30. 57. Implement LangChain Memory for Autonomous Tasks/7. Challenge Implement LangChain Memory.mp4 143.42 MB
  31. 3. Define What is Machine Learning/5. Build an Image Classifier.mp4 142.54 MB
  32. 7. Define What is Machine Learning/5. Build an Image Classifier.mp4 142.54 MB
  33. 23. Implement a Perceptron for Classification/4. Implement a Perceptron from Scratch.mp4 141.90 MB
  34. 1. Explore How AI Agents Navigate Driving Directions/3. Grand Search Auto.mp4 140.49 MB
  35. 5. Explore How AI Agents Navigate Driving Directions/3. Grand Search Auto.mp4 140.49 MB
  36. 63. Examine the Fundamentals of HuggingFace/3. Models.mp4 133.82 MB
  37. 55. Design Effective Prompts for Large Language Models/3. Build a Summarizer for Interesting Topics.mp4 133.82 MB
  38. 57. Implement LangChain Memory for Autonomous Tasks/6. The Power of Chaining LangChain Components.mp4 132.46 MB
  39. 17. Build a Python Decision Tree Classification Model/2. Introduction.mp4 132.14 MB
  40. 54. Build LLM Apps with ChatGPT and the OpenAI API/3. Route Queries Using Classification for Different Cases.mp4 131.11 MB
  41. 58. Combine LangChain Components for Coherent Apps/6. RouterChain.mp4 130.88 MB
  42. 61. Use LangChain to Chat with PDFs and Documents/7. Challenge.mp4 130.31 MB
  43. 54. Build LLM Apps with ChatGPT and the OpenAI API/7. Challenge Filter Inputs with a Chain of Thought Prompt Filter.mp4 130.08 MB
  44. 3. Define What is Machine Learning/6. Predicting Lumber Prices with Linear Regression.mp4 128.16 MB
  45. 7. Define What is Machine Learning/6. Predicting Lumber Prices with Linear Regression.mp4 128.16 MB
  46. 57. Implement LangChain Memory for Autonomous Tasks/2. ConversationBufferMemory.mp4 126.22 MB
  47. 50. Explore Multi-Class Classification with TensorFlow/2. Create a Teachable Machine Multi-Class Classifier.mp4 125.04 MB
  48. 12. Implement Gradient Descent for Linear Regression/5. Implementing The Gradient Descent Algorithm.mp4 123.26 MB
  49. 10. Apply Regression Concepts for Supervised Learning/5. Ordinary Least Squares with Matlab's PolyFit.mp4 122.69 MB
  50. 17. Build a Python Decision Tree Classification Model/5. Introduction.mp4 121.13 MB

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