[ DevCourseWeb.com ] Udemy - The Introduction of AI and Machine Learning with Python

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[ DevCourseWeb.com ] Udemy - The Introduction of AI and Machine Learning with Python

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收录时间：2024-08-15
最近下载：2025-10-05

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文件列表

  • ~Get Your Files Here !/03 - Understanding AI/005 Project Functions.mp4 104.4 MB
  • ~Get Your Files Here !/02 - Introduction to AI/003 Fields of AI.mp4 98.6 MB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/005 Project - Weight Prediction.mp4 89.6 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/005 Project - Image Classification.mp4 81.1 MB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/003 How Apriori algorithm works.mp4 78.5 MB
  • ~Get Your Files Here !/02 - Introduction to AI/005 Project - ChatBot.mp4 75.5 MB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/005 Project - Diabetes prediction.mp4 74.8 MB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/006 Iris flower - prediction.mp4 71.6 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/002 Introduction to Deep Learning.mp4 71.0 MB
  • ~Get Your Files Here !/02 - Introduction to AI/001 Introducing AI.mp4 70.2 MB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/005 KMeans- Clustering.mp4 66.2 MB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/002 Decision Tree.mp4 63.6 MB
  • ~Get Your Files Here !/04 - Introduction to Data/005 Project - Handling DataFrame.mp4 59.2 MB
  • ~Get Your Files Here !/03 - Understanding AI/002 How AI works.mp4 57.6 MB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/005 Project - Sentiment Analysis.mp4 56.9 MB
  • ~Get Your Files Here !/05 - Machine Learning/008 Project - Salary Prediction.mp4 54.2 MB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/002 Collaborative Filtering.mp4 51.9 MB
  • ~Get Your Files Here !/05 - Machine Learning/003 Types of Machine Learning.mp4 51.0 MB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/002 Recommendation Systems.mp4 50.8 MB
  • ~Get Your Files Here !/04 - Introduction to Data/003 Types of Data.mp4 49.5 MB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/002 Unsupervised Learning.mp4 48.2 MB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/005 Project - Movie Recommendation.mp4 47.2 MB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/005 Project - Market Basket Analysis.mp4 45.1 MB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/003 Train_test_split (function).mp4 44.5 MB
  • ~Get Your Files Here !/04 - Introduction to Data/002 Intro to Data Science.mp4 42.0 MB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/003 Types of Recommenders.mp4 41.7 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/003 Image as Pixel Values.mp4 40.8 MB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/004 Project - Segmenting Mall Customers.mp4 39.0 MB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/002 What is Customer segmentation.mp4 35.5 MB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/005 Project - Content Based Recommender System.mp4 35.1 MB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/002 What is Association.mp4 34.4 MB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/004 Project Description.mp4 31.0 MB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/003 Tokenization & CountVectorizer.mp4 29.8 MB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/003 User-Based vs Item-Based.mp4 28.2 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/006 Class summary.mp4 28.2 MB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/002 Binary vs Multiclass.mp4 27.7 MB
  • ~Get Your Files Here !/04 - Introduction to Data/001 Introduction.mp4 27.3 MB
  • ~Get Your Files Here !/02 - Introduction to AI/004 Project description.mp4 27.3 MB
  • ~Get Your Files Here !/05 - Machine Learning/009 Class summary.mp4 27.2 MB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/005 Project Description.mp4 26.8 MB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/007 Class summary.mp4 25.7 MB
  • ~Get Your Files Here !/05 - Machine Learning/007 Linear Regression.mp4 25.2 MB
  • ~Get Your Files Here !/03 - Understanding AI/003 Workflow of AI.mp4 25.0 MB
  • ~Get Your Files Here !/04 - Introduction to Data/006 Class summary.mp4 25.0 MB
  • ~Get Your Files Here !/04 - Introduction to Data/004 Project Description.mp4 24.8 MB
  • ~Get Your Files Here !/05 - Machine Learning/001 Introduction.mp4 24.8 MB
  • ~Get Your Files Here !/01 - Course introduction/001 Introduction.mp4 24.7 MB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/001 Introduction.mp4 24.6 MB
  • ~Get Your Files Here !/16 - Object Recognition/001 Introduction.mp4 24.2 MB
  • ~Get Your Files Here !/16 - Object Recognition/003 Project - ResNet50 Model.mp4 23.6 MB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/004 One-vs-One (OvO).mp4 23.6 MB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/001 Introduction.mp4 23.2 MB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/006 Summary.mp4 23.2 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/004 Project Description.mp4 22.8 MB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/002 Understanding Boxplot.mp4 22.4 MB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/001 Introduction.mp4 22.3 MB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/004 Project Description.mp4 22.0 MB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/005 Class summary.mp4 21.6 MB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/004 Project Description.mp4 21.3 MB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/002 NLP Applications.mp4 21.1 MB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/006 Class summary.mp4 21.1 MB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/003 Project Description.mp4 21.1 MB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/001 Introduction.mp4 20.8 MB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/006 Class summary.mp4 20.7 MB
  • ~Get Your Files Here !/05 - Machine Learning/006 Project Description.mp4 20.5 MB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/003 Confusion Matrix.mp4 20.0 MB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/006 Class summary.mp4 19.8 MB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/001 Introduction.mp4 19.2 MB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/001 Introduction.mp4 18.5 MB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/004 Project Description.mp4 18.3 MB
  • ~Get Your Files Here !/16 - Object Recognition/004 Class summary.mp4 18.1 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/001 Introduction.mp4 18.0 MB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/003 How KMeans works.mp4 17.7 MB
  • ~Get Your Files Here !/05 - Machine Learning/002 What is Machine Learning.mp4 17.7 MB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/001 Introduction.mp4 17.1 MB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/004 Project Description.mp4 17.1 MB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/003 One-vs-Rest (OvR).mp4 17.1 MB
  • ~Get Your Files Here !/03 - Understanding AI/004 Project description.mp4 17.1 MB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/006 Class summary.mp4 16.7 MB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/006 Class summary.mp4 16.6 MB
  • ~Get Your Files Here !/03 - Understanding AI/006 Class summary.mp4 16.5 MB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/001 Introduction.mp4 16.5 MB
  • ~Get Your Files Here !/16 - Object Recognition/002 Project Description.mp4 16.4 MB
  • ~Get Your Files Here !/03 - Understanding AI/001 Introduction.mp4 16.1 MB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/001 Introduction.mp4 16.0 MB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/006 Class summary.mp4 15.7 MB
  • ~Get Your Files Here !/02 - Introduction to AI/002 Human Or Machine.mp4 14.7 MB
  • ~Get Your Files Here !/05 - Machine Learning/004 Classification vs Regression.mp4 14.2 MB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/004 Project Description.mp4 13.1 MB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/004 Project Description.mp4 12.8 MB
  • ~Get Your Files Here !/02 - Introduction to AI/006 Class summary.mp4 10.6 MB
  • ~Get Your Files Here !/04 - Introduction to Data/005 house-prices-201107-160927.csv 1.8 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/004 TensorFlow-Installation.pdf 1.6 MB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/006 Class-summary.pdf 640.2 kB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/007 spam-201222-131238.csv 480.1 kB
  • ~Get Your Files Here !/05 - Machine Learning/009 Class-summary.pdf 476.0 kB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/006 Class-summary.pdf 465.0 kB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/006 Class-summary.pdf 450.9 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/007 Class-summary.pdf 438.9 kB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/006 Class-summary.pdf 426.0 kB
  • ~Get Your Files Here !/03 - Understanding AI/006 Class-summary.pdf 421.9 kB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/006 Class-summary.pdf 419.4 kB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/005 Class-summary.pdf 416.5 kB
  • ~Get Your Files Here !/02 - Introduction to AI/006 Class-summary.pdf 395.6 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/006 Class-summary.pdf 393.9 kB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/006 Class-summary.pdf 392.4 kB
  • ~Get Your Files Here !/04 - Introduction to Data/006 Class-summary.pdf 378.4 kB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/006 Class-summary.pdf 359.7 kB
  • ~Get Your Files Here !/16 - Object Recognition/004 Class-summary.pdf 348.0 kB
  • ~Get Your Files Here !/16 - Object Recognition/003 restaurant-201223-113120.jpg 132.3 kB
  • ~Get Your Files Here !/01 - Course introduction/001 Course-outline.pdf 95.8 kB
  • ~Get Your Files Here !/01 - Course introduction/001 DetailedCourseOutlinedocx-210310-112105.pdf 95.8 kB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/005 imdb-movie-reviews-201222-222940.csv 86.7 kB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/007 titanic-201222-125914.csv 61.2 kB
  • ~Get Your Files Here !/04 - Introduction to Data/007 StudentsPerformance-201222-124851.csv 57.0 kB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/005 Project - Diabetes prediction_en.srt 16.2 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/005 Project - Weight Prediction_en.srt 14.6 kB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/005 Project - Image Classification_en.srt 12.8 kB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/005 KMeans- Clustering_en.srt 12.6 kB
  • ~Get Your Files Here !/03 - Understanding AI/005 Project Functions_en.srt 12.5 kB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/002 Decision Tree_en.srt 12.0 kB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/003 How Apriori algorithm works_en.srt 11.6 kB
  • ~Get Your Files Here !/04 - Introduction to Data/005 Project - Handling DataFrame_en.srt 10.7 kB
  • ~Get Your Files Here !/05 - Machine Learning/008 Project - Salary Prediction_en.srt 10.0 kB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/005 Project - Movie Recommendation_en.srt 8.9 kB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/002 Introduction to Deep Learning_en.srt 8.8 kB
  • ~Get Your Files Here !/03 - Understanding AI/002 How AI works_en.srt 8.5 kB
  • ~Get Your Files Here !/02 - Introduction to AI/005 Project - ChatBot_en.srt 8.2 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/006 Iris flower - prediction_en.srt 8.1 kB
  • ~Get Your Files Here !/02 - Introduction to AI/003 Fields of AI_en.srt 7.8 kB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/005 Project - Sentiment Analysis_en.srt 7.5 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/003 Train_test_split (function)_en.srt 6.6 kB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/005 Project - Market Basket Analysis_en.srt 6.5 kB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/003 How KMeans works_en.srt 6.4 kB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/004 Project - Segmenting Mall Customers_en.srt 6.2 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/005 Fish-201119-162832.csv 6.0 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/007 Fish-201222-125700.csv 6.0 kB
  • ~Get Your Files Here !/05 - Machine Learning/003 Types of Machine Learning_en.srt 6.0 kB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/005 Project - Content Based Recommender System_en.srt 5.6 kB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/002 Recommendation Systems_en.srt 5.4 kB
  • ~Get Your Files Here !/02 - Introduction to AI/001 Introducing AI_en.srt 5.3 kB
  • ~Get Your Files Here !/05 - Machine Learning/007 Linear Regression_en.srt 5.3 kB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/003 Types of Recommenders_en.srt 5.0 kB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/003 Confusion Matrix_en.srt 4.9 kB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/002 Unsupervised Learning_en.srt 4.9 kB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/002 What is Customer segmentation_en.srt 4.9 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/002 Understanding Boxplot_en.srt 4.8 kB
  • ~Get Your Files Here !/04 - Introduction to Data/003 Types of Data_en.srt 4.8 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/006 iris-201119-162910.csv 4.6 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/008 iris-201222-130035.csv 4.6 kB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/003 Image as Pixel Values_en.srt 4.4 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/003 One-vs-Rest (OvR)_en.srt 4.2 kB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/003 User-Based vs Item-Based_en.srt 4.0 kB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/007 Mobilefeatures-201222-130729.csv 4.0 kB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/004 Mall-Customers-201119-162946.csv 4.0 kB
  • ~Get Your Files Here !/04 - Introduction to Data/002 Intro to Data Science_en.srt 3.8 kB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/002 Collaborative Filtering_en.srt 3.7 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/002 Binary vs Multiclass_en.srt 3.4 kB
  • ~Get Your Files Here !/16 - Object Recognition/003 Project - ResNet50 Model_en.srt 3.3 kB
  • ~Get Your Files Here !/05 - Machine Learning/006 Project Description_en.srt 3.1 kB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/003 Tokenization & CountVectorizer_en.srt 3.0 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/004 One-vs-One (OvO)_en.srt 2.8 kB
  • ~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/002 What is Association_en.srt 2.7 kB
  • ~Get Your Files Here !/03 - Understanding AI/003 Workflow of AI_en.srt 2.6 kB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/006 Customer-Segmentation-201222-130302.csv 2.4 kB
  • ~Get Your Files Here !/05 - Machine Learning/004 Classification vs Regression_en.srt 2.4 kB
  • ~Get Your Files Here !/05 - Machine Learning/002 What is Machine Learning_en.srt 2.4 kB
  • ~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/002 NLP Applications_en.srt 2.3 kB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/007 iris-petallenvspetalwidth-201222-130206.csv 2.1 kB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/004 Project Description_en.srt 1.9 kB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/006 Class summary_en.srt 1.8 kB
  • ~Get Your Files Here !/04 - Introduction to Data/006 Class summary_en.srt 1.8 kB
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/005 mtcars-201119-163011.csv 1.7 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/005 Project Description_en.srt 1.7 kB
  • ~Get Your Files Here !/05 - Machine Learning/009 Class summary_en.srt 1.7 kB
  • ~Get Your Files Here !/04 - Introduction to Data/001 Introduction_en.srt 1.7 kB
  • ~Get Your Files Here !/02 - Introduction to AI/004 Project description_en.srt 1.6 kB
  • ~Get Your Files Here !/04 - Introduction to Data/004 Project Description_en.srt 1.6 kB
  • ~Get Your Files Here !/16 - Object Recognition/001 Introduction_en.srt 1.6 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/007 Class summary_en.srt 1.6 kB
  • ~Get Your Files Here !/05 - Machine Learning/001 Introduction_en.srt 1.5 kB
  • ~Get Your Files Here !/07 - Supervised Learning - Binary Classification/001 Introduction_en.srt 1.5 kB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/001 Introduction_en.srt 1.4 kB
  • ~Get Your Files Here !/15 - Deep Learning - Computer Vision/004 Project Description_en.srt 1.4 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/004 Project Description_en.srt 1.4 kB
  • ~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/001 Introduction_en.srt 1.4 kB
  • ~Get Your Files Here !/01 - Course introduction/001 Introduction_en.srt 1.4 kB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/004 Project Description_en.srt 1.4 kB
  • ~Get Your Files Here !/09 - Unsupervised Learning - Clustering/001 Introduction_en.srt 1.3 kB
  • ~Get Your Files Here !/04 - Introduction to Data/007 Extra Challenge.html 1.3 kB
  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/006 Summary_en.srt 1.2 kB
  • ~Get Your Files Here !/06 - Supervised Learning - Regression/001 Introduction_en.srt 1.2 kB
  • ~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/003 Project Description_en.srt 1.2 kB
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  • ~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/001 Introduction_en.srt 993 Bytes
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  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
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  • ~Get Your Files Here !/02 - Introduction to AI/007 Extra Challenge.html 273 Bytes
  • ~Get Your Files Here !/12 - Recommendation System - Content Based/007 Extra Challenge.html 215 Bytes
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  • ~Get Your Files Here !/05 - Machine Learning/010 homeprices-201222-125404.csv 123 Bytes
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