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001 Bonus Lecture.html
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HTML
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4.6 KB
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001 Case Study for Netflix.mp4
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MP4
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56.4 MB
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001 Conclusion.mp4
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MP4
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46.3 MB
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001 Introduction to Collaborative Filtering.mp4
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MP4
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80.8 MB
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001 Introduction to Content Based Filtering.mp4
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MP4
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58.9 MB
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001 Introduction to Recommender systems.mp4
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MP4
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40.5 MB
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001 Introduction to SVD.mp4
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MP4
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111.9 MB
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001 Setting up the Environment.mp4
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MP4
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45.5 MB
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001 Understanding the Problem Statement.mp4
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MP4
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39.2 MB
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002 Case Study for Youtube.mp4
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MP4
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58.1 MB
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002 How to Get Your Certificate of Completion.html
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HTML
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1.4 KB
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002 Implementing SVD using Surprise.mp4
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MP4
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40.7 MB
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002 Preprocessing the Data for Collaborative Filtering.mp4
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MP4
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72.4 MB
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002 Preprocessing the Data for Content Based Filtering.mp4
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MP4
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76.7 MB
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002 Setting up the Environment.mp4
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MP4
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61.4 MB
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002 Taking a Deep Dive into the Dataset.mp4
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MP4
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48.4 MB
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002 What are it's Use Cases.mp4
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MP4
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45.1 MB
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003 Filtering Movies Based on Genres.mp4
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MP4
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58.7 MB
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003 Implementation of User Based Collaborative Filtering.mp4
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MP4
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62.1 MB
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003 Interpreting Results Obtained from SVD.mp4
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MP4
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46 MB
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003 Taking a Deep Dive into the Job Dataset.mp4
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MP4
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38.6 MB
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003 Types of Recommender Systems.mp4
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MP4
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56.7 MB
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003 Understanding the Problem Statement.mp4
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MP4
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30.7 MB
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004 Analyzing the Job Metrices.mp4
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MP4
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24.8 MB
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004 Comparing Content, and Collaborative Based Filtering.mp4
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MP4
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62 MB
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004 Evaluating Recommender Systems.mp4
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MP4
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53.1 MB
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004 Interpreting the Results obtained from User Based Filtering.mp4
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MP4
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63.6 MB
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004 Introduction to Transactional Encoder.mp4
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MP4
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63.3 MB
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004 Missing Values Imputation.mp4
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MP4
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51.9 MB
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005 Finding Important Metrics for Salary.mp4
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MP4
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57.7 MB
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005 Implementation of Item Based Collaborative Filtering.mp4
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MP4
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63.5 MB
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005 Q and A.mp4
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MP4
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32 MB
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005 Quiz Solution.mp4
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MP4
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47.9 MB
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005 Recommending Similar Movies to Watch.mp4
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MP4
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56 MB
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005 Top 10 Profitable Movies.mp4
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MP4
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50.1 MB
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006 01.+Content+Based+Filtering.ipynb
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IPYNB
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76.8 KB
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006 Manipulating the Duration and Language Column.mp4
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MP4
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51.4 MB
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006 Quiz Solution.mp4
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MP4
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55.7 MB
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006 Taking a Deep Dive at the Naukri Dataset.mp4
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MP4
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27.9 MB
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006 movies.csv
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CSV
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447.6 KB
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006 ratings.csv
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CSV
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2.4 MB
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007 Extracting the Movie Genres.mp4
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MP4
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49.8 MB
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007 Finding Locations with Highest Job Vacancies.mp4
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MP4
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53.9 MB
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008 Analyzing the Experience required for Jobs.mp4
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MP4
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25.9 MB
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008 Top 10 Most Popular Movies on Social Media.mp4
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MP4
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32.7 MB
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009 Analyzing Which Genre is Most Bankable_.mp4
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MP4
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38.3 MB
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009 Most Demanded Degrees for Jobs.mp4
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MP4
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27.3 MB
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010 Analyzing the Industries with highest no. of Jobs.mp4
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MP4
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32.1 MB
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010 Loss and Profit Analysis on English and Foreign Movies.mp4
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MP4
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42.2 MB
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011 Analyzing the Top Skills required for Jobs.mp4
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MP4
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34 MB
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011 Gross Comparison of Long and Short Movies.mp4
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MP4
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46.2 MB
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012 Association between IMDB Rating and Duration.mp4
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MP4
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47.3 MB
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012 Cleaning the Rest of the Dataset.mp4
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MP4
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36.7 MB
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013 Comparing Critically acclaimed Actors.mp4
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MP4
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60.6 MB
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013 Gathering Vital Information from the Dataset.mp4
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MP4
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27.2 MB
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013 User+Based+Collaborative+Filtering.ipynb
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IPYNB
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62.6 KB
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014 Making a Function to Search for Jobs.mp4
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MP4
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33.3 MB
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014 Top Movies based on Gross, and IMDB.mp4
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MP4
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33.5 MB
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015 Recommending Movies based on Languages and Actors.mp4
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MP4
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46.8 MB
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015 Understanding Relation between Industries and Education.mp4
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MP4
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35.2 MB
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016 Key Takeaways and Findings from the Project.mp4
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MP4
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34.1 MB
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016 Recommending Similar Genres and Movies.mp4
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MP4
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68.3 MB
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017 Key Takeaways from this Project.mp4
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MP4
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33.4 MB
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1. Content_based Recommendation-checkpoint(1).ipynb
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IPYNB
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102.4 B
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1. Content_based Recommendation-checkpoint.ipynb
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IPYNB
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102.4 B
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17. Homework.ipynb
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IPYNB
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1.7 KB
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18. Homework-Solution.ipynb
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IPYNB
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14.2 KB
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2. Collaborative Filtering-checkpoint(1).ipynb
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IPYNB
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102.4 B
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2. Collaborative Filtering-checkpoint.ipynb
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IPYNB
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102.4 B
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20. jobs.csv
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CSV
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4.3 KB
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21. naukri.csv
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CSV
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49.8 MB
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Collaborative Filtering.ipynb
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IPYNB
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61.5 KB
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Collaborative_recommendation-checkpoint(1).ipynb
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IPYNB
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102.4 B
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Collaborative_recommendation-checkpoint.ipynb
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IPYNB
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102.4 B
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Content_based Recommendation.ipynb
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IPYNB
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50.7 KB
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Content_based_recommendation-checkpoint(1).ipynb
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IPYNB
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102.4 B
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Content_based_recommendation-checkpoint.ipynb
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IPYNB
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102.4 B
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Downloaded from 1337x.html
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HTML
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512 B
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Final Solution.ipynb
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IPYNB
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12 MB
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Homework-Solution.ipynb
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IPYNB
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96.1 KB
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Homework.ipynb
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IPYNB
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1.7 KB
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Item Based CollaboQrative Filtering.ipynb
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IPYNB
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62.3 KB
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Movie Recommendation Engine-checkpoint(1).ipynb
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IPYNB
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1.1 MB
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Movie Recommendation Engine-checkpoint.ipynb
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IPYNB
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1.1 MB
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Movie Recommendation and Analysis.pptx
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PPTX
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282.6 KB
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Open Jobs Analyzer and Recommendation Systems.pptx
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PPTX
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1.2 MB
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Recommendation Engines.pptx
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PPTX
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1.3 MB
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Singular Value Decomposition.ipynb
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IPYNB
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62 KB
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User Based Collaborative Filtering.ipynb
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IPYNB
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62.6 KB
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movie_dataset.csv
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CSV
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22.3 MB
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movie_metadata.csv
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CSV
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1.4 MB
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movies.csv
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CSV
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482.8 KB
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ratings.csv
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CSV
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2.4 MB
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