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2025 AI Py Dev Megaclass 300 Hands-on Proj

2025MegaclassHands-onProj

种子大小：24.81 Gb

收录时间：2026-01-03

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文件列表：

  1. 11. Week 11 RNNs, Sequence Modeling/088 Day 6 Sequence-to-Sequence Models and Applications.mp4401.43 Mb
  2. 1. Week 1 Python Basics for AI/008 Day 7 Pythonic Code and Project Work.mp4309.45 Mb
  3. 5. Week 5 Intro to Machine Learning/037 Day 3 Adv Regression – Polynomial Regularization.mp4304.58 Mb
  4. 11. Week 11 RNNs, Sequence Modeling/083 Day 1 Introduction to Sequence Modeling and RNNs.mp4275.12 Mb
  5. 10. Week 10 CNNs/081 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp4247.95 Mb
  6. 8. Week 8 Model Tuning, Optimization/061 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4245 Mb
  7. 9. Week 9 Neural Networks, Deep Learning/072 Day 6 Building Neural Networks with PyTorch.mp4240.38 Mb
  8. 13. Week 13 Transfer Learning, Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.mp4234.41 Mb
  9. 5. Week 5 Intro to Machine Learning/041 Day 7 Supervised Learning Mini Project.mp4227.68 Mb
  10. 13. Week 13 Transfer Learning, Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.mp4224.17 Mb
  11. 1. Week 1 Python Basics for AI/003 Day 2 Control Flow in Python.mp4222.6 Mb
  12. 2. Week 2 Data Science Essentials for AI/016 Day 6 Data Visualize, Matplotlib, Seaborn.mp4221.74 Mb
  13. 11. Week 11 RNNs, Sequence Modeling/084 Day 2 Understanding RNN Architecture and Backpropagation Through Time (BPTT).mp4212.85 Mb
  14. 10. Week 10 CNNs/075 Day 1 Introduction to Convolutional Neural Networks.mp4212.77 Mb
  15. 10. Week 10 CNNs/077 Day 3 Pooling Layers and Dimensionality Reduction.mp4210.59 Mb
  16. 23. Days 71-80 AI, Projs/179 Day 73 Handwriting Digit Recognition.mp4209.33 Mb
  17. 4. Wk 4 Probability, Stats, AI/033 Day 7 Stat Analysis Proj – Analyzing Real-World Data.mp4208.4 Mb
  18. 8. Week 8 Model Tuning, Optimization/065 Day 7 Optimization Project – Building and Tuning a Final Model.mp4207.85 Mb
  19. 11. Week 11 RNNs, Sequence Modeling/087 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4207.45 Mb
  20. 7. Wk 7 Adv Machine Learning Algorithms/057 Day 7 Proj – Compare Models Real Dataset.mp4207.19 Mb
  21. 10. Week 10 CNNs/079 Day 5 Building CNN Architectures with PyTorch.mp4204.8 Mb
  22. 23. Days 71-80 AI, Projs/177 Day 71 Spam Email Detector.mp4202.31 Mb
  23. 9. Week 9 Neural Networks, Deep Learning/073 Day 7 Neural Network Project – Image Classification on CIFAR-10.mp4200.8 Mb
  24. 21. Days 50-60 Intermed Projs/156 Day 50 Weather Dashboard App.mp4200.61 Mb
  25. 1. Week 1 Python Basics for AI/005 Day 4 Data Structure List, Tuple, Dict, Set.mp4200.54 Mb
  26. 13. Week 13 Transfer Learning, Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.mp4191.36 Mb
  27. 10. Week 10 CNNs/076 Day 2 Convolutional Layers and Filters.mp4189.65 Mb
  28. 12. Wk 12 Transformer, Attention Mechanism/093 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp4189.39 Mb
  29. 21. Days 50-60 Intermed Projs/159 Day 53 Tic-Tac-Toe Game.mp4187.23 Mb
  30. 5. Week 5 Intro to Machine Learning/038 Day 4 Intro Classification and Logistic Regression.mp4186.98 Mb
  31. 9. Week 9 Neural Networks, Deep Learning/070 Day 4 Gradient Descent and Optimization Techniques.mp4180.92 Mb
  32. 14. Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.mp4180.04 Mb
  33. 3. Week 3 Math for, AI/023 Day 5 Probability Theory, Distributions.mp4179.12 Mb
  34. 8. Week 8 Model Tuning, Optimization/064 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4171.32 Mb
  35. 12. Wk 12 Transformer, Attention Mechanism/096 Day 6 Advanced Transformers – BERT Variants and GPT-3.mp4171.31 Mb
  36. 12. Wk 12 Transformer, Attention Mechanism/095 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.mp4168.75 Mb
  37. 2. Week 2 Data Science Essentials for AI/017 Day 7 EDA Project.mp4168.47 Mb
  38. 20. Week 7 Data Science Basics/152 Day 46 Sales Report Analyzer Data Analysis.mp4167.7 Mb
  39. 7. Wk 7 Adv Machine Learning Algorithms/055 Day 5 LightGBM and CatBoost.mp4167.17 Mb
  40. 12. Wk 12 Transformer, Attention Mechanism/094 Day 4 Positional Encoding and Feed-Forward Networks.mp4165.83 Mb
  41. 21. Days 50-60 Intermed Projs/164 Day 58 Pomodoro Timer.mp4164.61 Mb
  42. 6. Week 6 Feature Engineering, Model Eval/049 Day 7 Cross-Validation, Hyperparameter Tun.mp4162.34 Mb
  43. 2. Week 2 Data Science Essentials for AI/011 Day 1 Intro NumPy for Numerical Computing.mp4162.05 Mb
  44. 11. Week 11 RNNs, Sequence Modeling/089 Day 7 RNN Project – Text Generation or Sentiment Analysis.mp4156.01 Mb
  45. 2. Week 2 Data Science Essentials for AI/014 Day 4 Data Cleaning and Prep - Pandas.mp4155.8 Mb
  46. 21. Days 50-60 Intermed Projs/161 Day 55 Music Playlist Organizer.mp4155.75 Mb
  47. 12. Wk 12 Transformer, Attention Mechanism/097 Day 7 Transformer Project – Text Summarization or Translation.mp4155.43 Mb
  48. 18. Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.mp4154.73 Mb
  49. 13. Week 13 Transfer Learning, Fine Tuning/105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp4154.16 Mb
  50. 9. Week 9 Neural Networks, Deep Learning/071 Day 5 Building Neural Networks with TensorFlow and Keras.mp4153.87 Mb
  51. 7. Wk 7 Adv Machine Learning Algorithms/054 Day 4 Introduction to XGBoost.mp4153.82 Mb
  52. 2. Week 2 Data Science Essentials for AI/013 Day 3 Intro Pandas for Data Manipulation.mp4152.51 Mb
  53. 1. Week 1 Python Basics for AI/006 Day 5 Working with Strings.mp4152.33 Mb
  54. 22. Days 61-70 Adv Intermed Projs/176 Day 70 Data Visualizer App.mp4150.44 Mb
  55. 10. Week 10 CNNs/080 Day 6 Regularization and Data Augmentation for CNNs.mp4148.73 Mb
  56. 1. Week 1 Python Basics for AI/007 Day 6 File Handling.mp4148.56 Mb
  57. 2. Week 2 Data Science Essentials for AI/012 Day 2 Advanced NumPy Operations.mp4148.45 Mb
  58. 21. Days 50-60 Intermed Projs/166 Day 60 Personal Diary App.mp4147.93 Mb
  59. 19. Week 6 Web Dev w Python/143 Day 37 Personal Blog Website Routes & Templates.mp4147.5 Mb
  60. 20. Week 7 Data Science Basics/155 Day 49 COVID-19 Dashboard Capstone Project.mp4145.53 Mb
  61. 3. Week 3 Math for, AI/019 Day 1 Linear Algebra Fundamentals.mp4143.86 Mb
  62. 17. Week 4 Object Orient Prog/130 Day 24 Employee Management System Inheritance.mp4143.83 Mb
  63. 22. Days 61-70 Adv Intermed Projs/171 Day 65 Portfolio Website Backend.mp4142.49 Mb
  64. 10. Week 10 CNNs/078 Day 4 Building CNN Architectures with Keras and TensorFlow.mp4142.4 Mb
  65. 13. Week 13 Transfer Learning, Fine Tuning/102 Day 4 Transfer Learning in NLP.mp4142.39 Mb
  66. 6. Week 6 Feature Engineering, Model Eval/047 Day 5 Creating and Transforming Features.mp4140.76 Mb
  67. 21. Days 50-60 Intermed Projs/157 Day 51 Expense Tracker.mp4139.94 Mb
  68. 16. Week 3 Working with Data/127 Day 21 Wikipedia Article Scraper Web Scraping.mp4139.9 Mb
  69. 7. Wk 7 Adv Machine Learning Algorithms/056 Day 6 Handling Imbalanced Data.mp4139.78 Mb
  70. 5. Week 5 Intro to Machine Learning/040 Day 6 k-Nearest Neighbors (k-NN) Algorithm.mp4139.49 Mb
  71. 1. Week 1 Python Basics for AI/004 Day 3 Functions and Modules.mp4139.43 Mb
  72. 12. Wk 12 Transformer, Attention Mechanism/092 Day 2 Introduction to Transformers Architecture.mp4139.34 Mb
  73. 3. Week 3 Math for, AI/024 Day 6 Statistics Fundamentals.mp4137.2 Mb
  74. 8. Week 8 Model Tuning, Optimization/060 Day 2 Grid Search and Random Search.mp4136.06 Mb
  75. 3. Week 3 Math for, AI/020 Day 2 Advanced Linear Algebra Concepts.mp4134.61 Mb
  76. 18. Week 5 GUI Programming/138 Day 32 Drawing Pad App Canvas Widgets.mp4134.24 Mb
  77. 20. Week 7 Data Science Basics/153 Day 47 Temperature Plotter Plotting Trends.mp4133.44 Mb
  78. 23. Days 71-80 AI, Projs/181 Day 75 Face Detection App.mp4133.02 Mb
  79. 4. Wk 4 Probability, Stats, AI/031 Day 5 Types of Hypothesis Tests.mp4132.74 Mb
  80. 17. Week 4 Object Orient Prog/128 Day 22 Bank Account Simulator Classes & Objects.mp4132.61 Mb
  81. 6. Week 6 Feature Engineering, Model Eval/045 Day 3 Encoding Categorical Variables.mp4132.1 Mb
  82. 6. Week 6 Feature Engineering, Model Eval/044 Day 2 Data Scaling and Normalization.mp4131.66 Mb
  83. 15. Week 2 Intermediate Python/114 Day 8 Contact Book Dictionaries.mp4131.09 Mb
  84. 1. Week 1 Python Basics for AI/002 Day 1 Intro Python and Dev Setup.mp4130.01 Mb
  85. 18. Week 5 GUI Programming/137 Day 31 BMI Calculator Input Fields.mp4129.95 Mb
  86. 23. Days 71-80 AI, Projs/180 Day 74 Voice Assistant.mp4129.41 Mb
  87. 13. Week 13 Transfer Learning, Fine Tuning/104 Day 6 Domain Adaptation and Transfer Learning Challenges.mp4128.48 Mb
  88. 6. Week 6 Feature Engineering, Model Eval/046 Day 4 Feature Selection Techniques.mp4128.21 Mb
  89. 19. Week 6 Web Dev w Python/145 Day 39 User Registration App Database Integration.mp4127.65 Mb
  90. 7. Wk 7 Adv Machine Learning Algorithms/053 Day 3 Boosting and Gradient Boosting.mp4127.18 Mb
  91. 19. Week 6 Web Dev w Python/146 Day 40 Mini Weather API REST APIs.mp4124.91 Mb
  92. 18. Week 5 GUI Programming/136 Day 30 Click Counter App Buttons & Events.mp4124.81 Mb
  93. 4. Wk 4 Probability, Stats, AI/032 Day 6 Correlation and Regression Analysis.mp4124.73 Mb
  94. 21. Days 50-60 Intermed Projs/165 Day 59 Markdown to HTML Converter.mp4123.45 Mb
  95. 3. Week 3 Math for, AI/021 Day 3 Calculus for Machine Learning (Derivatives).mp4123.25 Mb
  96. 4. Wk 4 Probability, Stats, AI/027 Day 1 Probability Theory and Random Variables.mp4122.69 Mb
  97. 19. Week 6 Web Dev w Python/147 Day 41 Deploy Flask App Deployment.mp4122.03 Mb
  98. 22. Days 61-70 Adv Intermed Projs/174 Day 68 Task Scheduler.mp4121.94 Mb
  99. 20. Week 7 Data Science Basics/154 Day 48 Stock Price Tracker Data Scraping.mp4121.67 Mb
  100. 17. Week 4 Object Orient Prog/134 Day 28 Mini ATM Machine Final OOP Project.mp4120.25 Mb
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