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

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182B

~Get Your Files Here !/01 - Course introduction/001 Course-outline.pdf

93.52KB

~Get Your Files Here !/01 - Course introduction/001 DetailedCourseOutlinedocx-210310-112105.pdf

93.52KB

~Get Your Files Here !/01 - Course introduction/001 Introduction.mp4

23.56MB

~Get Your Files Here !/01 - Course introduction/001 Introduction_en.srt

1.4KB

~Get Your Files Here !/02 - Introduction to AI/001 Introducing AI.mp4

66.9MB

~Get Your Files Here !/02 - Introduction to AI/001 Introducing AI_en.srt

5.15KB

~Get Your Files Here !/02 - Introduction to AI/002 Human Or Machine.mp4

13.99MB

~Get Your Files Here !/02 - Introduction to AI/002 Human Or Machine_en.srt

947B

~Get Your Files Here !/02 - Introduction to AI/003 Fields of AI.mp4

94MB

~Get Your Files Here !/02 - Introduction to AI/003 Fields of AI_en.srt

7.58KB

~Get Your Files Here !/02 - Introduction to AI/004 Project description.mp4

26MB

~Get Your Files Here !/02 - Introduction to AI/004 Project description_en.srt

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~Get Your Files Here !/02 - Introduction to AI/005 Project - ChatBot.mp4

72.04MB

~Get Your Files Here !/02 - Introduction to AI/005 Project - ChatBot_en.srt

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~Get Your Files Here !/02 - Introduction to AI/006 Class summary.mp4

10.1MB

~Get Your Files Here !/02 - Introduction to AI/006 Class summary_en.srt

581B

~Get Your Files Here !/02 - Introduction to AI/006 Class-summary.pdf

386.33KB

~Get Your Files Here !/02 - Introduction to AI/007 Extra Challenge.html

273B

~Get Your Files Here !/02 - Introduction to AI/external-assets-links.txt

154B

~Get Your Files Here !/03 - Understanding AI/001 Introduction.mp4

15.33MB

~Get Your Files Here !/03 - Understanding AI/001 Introduction_en.srt

806B

~Get Your Files Here !/03 - Understanding AI/002 How AI works.mp4

54.96MB

~Get Your Files Here !/03 - Understanding AI/002 How AI works_en.srt

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~Get Your Files Here !/03 - Understanding AI/003 Workflow of AI.mp4

23.87MB

~Get Your Files Here !/03 - Understanding AI/003 Workflow of AI_en.srt

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~Get Your Files Here !/03 - Understanding AI/004 Project description.mp4

16.32MB

~Get Your Files Here !/03 - Understanding AI/004 Project description_en.srt

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~Get Your Files Here !/03 - Understanding AI/005 Project Functions.mp4

99.61MB

~Get Your Files Here !/03 - Understanding AI/005 Project Functions_en.srt

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~Get Your Files Here !/03 - Understanding AI/006 Class summary.mp4

15.77MB

~Get Your Files Here !/03 - Understanding AI/006 Class summary_en.srt

932B

~Get Your Files Here !/03 - Understanding AI/006 Class-summary.pdf

411.99KB

~Get Your Files Here !/03 - Understanding AI/007 Extra Challenge.html

822B

~Get Your Files Here !/04 - Introduction to Data/001 Introduction.mp4

26.04MB

~Get Your Files Here !/04 - Introduction to Data/001 Introduction_en.srt

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~Get Your Files Here !/04 - Introduction to Data/002 Intro to Data Science.mp4

40.07MB

~Get Your Files Here !/04 - Introduction to Data/002 Intro to Data Science_en.srt

3.69KB

~Get Your Files Here !/04 - Introduction to Data/003 Types of Data.mp4

47.18MB

~Get Your Files Here !/04 - Introduction to Data/003 Types of Data_en.srt

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~Get Your Files Here !/04 - Introduction to Data/004 Project Description.mp4

23.67MB

~Get Your Files Here !/04 - Introduction to Data/004 Project Description_en.srt

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~Get Your Files Here !/04 - Introduction to Data/005 Project - Handling DataFrame.mp4

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~Get Your Files Here !/04 - Introduction to Data/005 Project - Handling DataFrame_en.srt

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~Get Your Files Here !/04 - Introduction to Data/005 house-prices-201107-160927.csv

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~Get Your Files Here !/04 - Introduction to Data/006 Class summary.mp4

23.86MB

~Get Your Files Here !/04 - Introduction to Data/006 Class summary_en.srt

1.71KB

~Get Your Files Here !/04 - Introduction to Data/006 Class-summary.pdf

369.49KB

~Get Your Files Here !/04 - Introduction to Data/007 Extra Challenge.html

1.23KB

~Get Your Files Here !/04 - Introduction to Data/007 StudentsPerformance-201222-124851.csv

55.68KB

~Get Your Files Here !/05 - Machine Learning/001 Introduction.mp4

23.63MB

~Get Your Files Here !/05 - Machine Learning/001 Introduction_en.srt

1.5KB

~Get Your Files Here !/05 - Machine Learning/002 What is Machine Learning.mp4

16.84MB

~Get Your Files Here !/05 - Machine Learning/002 What is Machine Learning_en.srt

2.32KB

~Get Your Files Here !/05 - Machine Learning/003 Types of Machine Learning.mp4

48.67MB

~Get Your Files Here !/05 - Machine Learning/003 Types of Machine Learning_en.srt

5.88KB

~Get Your Files Here !/05 - Machine Learning/004 Classification vs Regression.mp4

13.56MB

~Get Your Files Here !/05 - Machine Learning/004 Classification vs Regression_en.srt

2.35KB

~Get Your Files Here !/05 - Machine Learning/005 Research Work.html

184B

~Get Your Files Here !/05 - Machine Learning/006 Project Description.mp4

19.54MB

~Get Your Files Here !/05 - Machine Learning/006 Project Description_en.srt

3.06KB

~Get Your Files Here !/05 - Machine Learning/007 Linear Regression.mp4

24.05MB

~Get Your Files Here !/05 - Machine Learning/007 Linear Regression_en.srt

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~Get Your Files Here !/05 - Machine Learning/008 Project - Salary Prediction.mp4

51.7MB

~Get Your Files Here !/05 - Machine Learning/008 Project - Salary Prediction_en.srt

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~Get Your Files Here !/05 - Machine Learning/008 hiring-salaries-201119-162808.csv

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~Get Your Files Here !/05 - Machine Learning/009 Class summary.mp4

25.94MB

~Get Your Files Here !/05 - Machine Learning/009 Class summary_en.srt

1.65KB

~Get Your Files Here !/05 - Machine Learning/009 Class-summary.pdf

464.87KB

~Get Your Files Here !/05 - Machine Learning/010 Extra Challenge.html

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~Get Your Files Here !/05 - Machine Learning/010 homeprices-201222-125404.csv

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~Get Your Files Here !/06 - Supervised Learning - Regression/001 Introduction.mp4

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~Get Your Files Here !/06 - Supervised Learning - Regression/002 Understanding Boxplot.mp4

21.34MB

~Get Your Files Here !/06 - Supervised Learning - Regression/002 Understanding Boxplot_en.srt

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~Get Your Files Here !/06 - Supervised Learning - Regression/003 Train_test_split (function).mp4

42.48MB

~Get Your Files Here !/06 - Supervised Learning - Regression/003 Train_test_split (function)_en.srt

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~Get Your Files Here !/06 - Supervised Learning - Regression/004 Project Description.mp4

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~Get Your Files Here !/06 - Supervised Learning - Regression/004 Project Description_en.srt

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~Get Your Files Here !/06 - Supervised Learning - Regression/005 Fish-201119-162832.csv

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~Get Your Files Here !/06 - Supervised Learning - Regression/005 Project - Weight Prediction_en.srt

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~Get Your Files Here !/06 - Supervised Learning - Regression/006 Class summary.mp4

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~Get Your Files Here !/06 - Supervised Learning - Regression/006 Class summary_en.srt

887B

~Get Your Files Here !/06 - Supervised Learning - Regression/006 Class-summary.pdf

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~Get Your Files Here !/06 - Supervised Learning - Regression/007 Extra Challenge.html

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~Get Your Files Here !/06 - Supervised Learning - Regression/007 Fish-201222-125700.csv

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/001 Introduction.mp4

23.43MB

~Get Your Files Here !/07 - Supervised Learning - Binary Classification/001 Introduction_en.srt

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/002 Decision Tree.mp4

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/002 Decision Tree_en.srt

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/003 Confusion Matrix.mp4

19.08MB

~Get Your Files Here !/07 - Supervised Learning - Binary Classification/003 Confusion Matrix_en.srt

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/004 Project Description.mp4

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/004 Project Description_en.srt

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/005 Project - Diabetes prediction.mp4

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/005 Project - Diabetes prediction_en.srt

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/005 newdata-201119-162852.csv

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~Get Your Files Here !/07 - Supervised Learning - Binary Classification/006 Class summary.mp4

19.77MB

~Get Your Files Here !/07 - Supervised Learning - Binary Classification/006 Class summary_en.srt

1.11KB

~Get Your Files Here !/07 - Supervised Learning - Binary Classification/006 Class-summary.pdf

440.33KB

~Get Your Files Here !/07 - Supervised Learning - Binary Classification/007 Extra Challenge.html

1.05KB

~Get Your Files Here !/07 - Supervised Learning - Binary Classification/007 titanic-201222-125914.csv

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/001 Introduction.mp4

21.3MB

~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/001 Introduction_en.srt

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/002 Binary vs Multiclass.mp4

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/002 Binary vs Multiclass_en.srt

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/003 One-vs-Rest (OvR).mp4

16.32MB

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/004 One-vs-One (OvO).mp4

22.48MB

~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/004 One-vs-One (OvO)_en.srt

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/005 Project Description.mp4

25.53MB

~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/005 Project Description_en.srt

1.68KB

~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/006 Iris flower - prediction.mp4

68.29MB

~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/006 Iris flower - prediction_en.srt

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/006 iris-201119-162910.csv

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/007 Class summary.mp4

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/007 Class summary_en.srt

1.54KB

~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/007 Class-summary.pdf

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/008 Extra Challenge.html

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~Get Your Files Here !/08 - Supervised Learning - Multi-class Classification/008 iris-201222-130035.csv

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/001 Introduction.mp4

19.81MB

~Get Your Files Here !/09 - Unsupervised Learning - Clustering/001 Introduction_en.srt

1.25KB

~Get Your Files Here !/09 - Unsupervised Learning - Clustering/002 Unsupervised Learning.mp4

45.99MB

~Get Your Files Here !/09 - Unsupervised Learning - Clustering/002 Unsupervised Learning_en.srt

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/003 How KMeans works.mp4

16.89MB

~Get Your Files Here !/09 - Unsupervised Learning - Clustering/003 How KMeans works_en.srt

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/004 Project Description.mp4

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/004 Project Description_en.srt

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/005 Income-201119-162928.csv

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/005 KMeans- Clustering.mp4

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/005 KMeans- Clustering_en.srt

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/006 Class summary.mp4

20.15MB

~Get Your Files Here !/09 - Unsupervised Learning - Clustering/006 Class summary_en.srt

1.14KB

~Get Your Files Here !/09 - Unsupervised Learning - Clustering/006 Class-summary.pdf

416KB

~Get Your Files Here !/09 - Unsupervised Learning - Clustering/007 Extra Challenge.html

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~Get Your Files Here !/09 - Unsupervised Learning - Clustering/007 iris-petallenvspetalwidth-201222-130206.csv

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/001 Introduction.mp4

22.16MB

~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/001 Introduction_en.srt

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/002 What is Customer segmentation.mp4

33.88MB

~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/002 What is Customer segmentation_en.srt

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/003 Project Description.mp4

20.14MB

~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/003 Project Description_en.srt

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/004 Mall-Customers-201119-162946.csv

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/004 Project - Segmenting Mall Customers.mp4

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/005 Class summary.mp4

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/005 Class-summary.pdf

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/006 Customer-Segmentation-201222-130302.csv

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~Get Your Files Here !/10 - Unsupervised Learning - Customer Segmentation/006 Extra Challenge.html

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/001 Introduction.mp4

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/001 Introduction_en.srt

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/002 What is Association.mp4

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/002 What is Association_en.srt

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/003 How Apriori algorithm works.mp4

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/003 How Apriori algorithm works_en.srt

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/004 Project Description.mp4

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/004 Project Description_en.srt

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/005 Project - Market Basket Analysis.mp4

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/005 Project - Market Basket Analysis_en.srt

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/005 Transactions.txt

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/006 Class summary.mp4

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/006 Class summary_en.srt

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/006 Class-summary.pdf

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~Get Your Files Here !/11 - Unsupervised Learning - Association Rule Mining/007 Extra Challenge.html

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~Get Your Files Here !/12 - Recommendation System - Content Based/001 Introduction.mp4

15.22MB

~Get Your Files Here !/12 - Recommendation System - Content Based/001 Introduction_en.srt

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~Get Your Files Here !/12 - Recommendation System - Content Based/002 Recommendation Systems.mp4

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~Get Your Files Here !/12 - Recommendation System - Content Based/002 Recommendation Systems_en.srt

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~Get Your Files Here !/12 - Recommendation System - Content Based/003 Types of Recommenders.mp4

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~Get Your Files Here !/12 - Recommendation System - Content Based/003 Types of Recommenders_en.srt

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~Get Your Files Here !/12 - Recommendation System - Content Based/004 Project Description_en.srt

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~Get Your Files Here !/12 - Recommendation System - Content Based/006 Class summary.mp4

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~Get Your Files Here !/12 - Recommendation System - Content Based/006 Class summary_en.srt

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~Get Your Files Here !/12 - Recommendation System - Content Based/006 Class-summary.pdf

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~Get Your Files Here !/12 - Recommendation System - Content Based/007 Extra Challenge.html

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~Get Your Files Here !/12 - Recommendation System - Content Based/007 Mobilefeatures-201222-130729.csv

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/001 Introduction.mp4

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/001 Introduction_en.srt

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/002 Collaborative Filtering.mp4

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/002 Collaborative Filtering_en.srt

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/003 User-Based vs Item-Based_en.srt

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/004 Project Description_en.srt

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/005 Project - Movie Recommendation_en.srt

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/006 Class-summary.pdf

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/006 Summary.mp4

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/006 Summary_en.srt

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~Get Your Files Here !/13 - Recommendation System - Collaborative Filtering/external-assets-links.txt

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/001 Introduction.mp4

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/001 Introduction_en.srt

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/002 NLP Applications_en.srt

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/003 Tokenization & CountVectorizer.mp4

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/003 Tokenization & CountVectorizer_en.srt

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/004 Project Description_en.srt

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/005 Project - Sentiment Analysis.mp4

54.23MB

~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/005 Project - Sentiment Analysis_en.srt

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/005 imdb-movie-reviews-201222-222940.csv

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/007 Extra Challenge.html

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~Get Your Files Here !/14 - Natural Language Processing - Sentiment Analysis/007 spam-201222-131238.csv

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/001 Introduction.mp4

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/001 Introduction_en.srt

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/002 Introduction to Deep Learning.mp4

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/002 Introduction to Deep Learning_en.srt

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/003 Image as Pixel Values.mp4

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/005 Project - Image Classification.mp4

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/006 Class summary.mp4

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/006 Class summary_en.srt

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~Get Your Files Here !/15 - Deep Learning - Computer Vision/007 Extra Challenge.html

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~Get Your Files Here !/16 - Object Recognition/001 Introduction.mp4

23.04MB

~Get Your Files Here !/16 - Object Recognition/001 Introduction_en.srt

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~Get Your Files Here !/16 - Object Recognition/002 Project Description.mp4

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~Get Your Files Here !/16 - Object Recognition/003 Project - ResNet50 Model.mp4

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~Get Your Files Here !/16 - Object Recognition/003 restaurant-201223-113120.jpg

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~Get Your Files Here !/16 - Object Recognition/004 Class summary.mp4

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~Get Your Files Here !/16 - Object Recognition/004 Class summary_en.srt

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~Get Your Files Here !/16 - Object Recognition/004 Class-summary.pdf

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~Get Your Files Here !/Bonus Resources.txt

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