Download Recommendation Engine Bootcamp with 3 Capstone Projects Torrent

Torrent Contents Size: 2.85 GB

Recommendation Engine Bootcamp with 3 Capstone Projects

01 Introduction to Recommendation System

001 Introduction to Recommender systems.mp4

MP4

40.52 MB

002 What are it's Use Cases.mp4

MP4

45.12 MB

003 Types of Recommender Systems.mp4

MP4

56.69 MB

004 Evaluating Recommender Systems.mp4

MP4

53.12 MB

005 Q and A.mp4

MP4

31.99 MB

Recommendation System

.ipynb_checkpoints

1. Content_based Recommendation-checkpoint(1).ipynb	IPYNB	72 B
1. Content_based Recommendation-checkpoint.ipynb	IPYNB	72 B
2. Collaborative Filtering-checkpoint(1).ipynb	IPYNB	72 B
2. Collaborative Filtering-checkpoint.ipynb	IPYNB	72 B
Collaborative_recommendation-checkpoint(1).ipynb	IPYNB	72 B
Collaborative_recommendation-checkpoint.ipynb	IPYNB	72 B
Content_based_recommendation-checkpoint(1).ipynb	IPYNB	72 B
Content_based_recommendation-checkpoint.ipynb	IPYNB	72 B
Movie Recommendation Engine-checkpoint(1).ipynb	IPYNB	1.11 MB
Movie Recommendation Engine-checkpoint.ipynb	IPYNB	1.11 MB

Collaborative Filtering.ipynb

IPYNB

61.5 KB

Content_based Recommendation.ipynb

IPYNB

50.7 KB

Item Based CollaboQrative Filtering.ipynb

IPYNB

62.31 KB

Recommendation Engines.pptx

PPTX

1.31 MB

Singular Value Decomposition.ipynb

IPYNB

61.97 KB

User Based Collaborative Filtering.ipynb

IPYNB

62.57 KB

movie_dataset.csv

CSV

22.35 MB

movie_metadata.csv

CSV

1.43 MB

movies.csv

CSV

482.84 KB

ratings.csv

CSV

2.37 MB

02 Content Based Filtering

001 Introduction to Content Based Filtering.mp4	MP4	58.94 MB
002 Preprocessing the Data for Content Based Filtering.mp4	MP4	76.66 MB
003 Filtering Movies Based on Genres.mp4	MP4	58.72 MB
004 Introduction to Transactional Encoder.mp4	MP4	63.35 MB
005 Recommending Similar Movies to Watch.mp4	MP4	56.03 MB
006 01.+Content+Based+Filtering.ipynb	IPYNB	76.77 KB
006 Quiz Solution.mp4	MP4	48.54 MB
006 movies.csv	CSV	447.65 KB
006 ratings.csv	CSV	2.37 MB

03 Collaborative Based Filtering

001 Introduction to Collaborative Filtering.mp4	MP4	80.84 MB
002 Preprocessing the Data for Collaborative Filtering.mp4	MP4	72.39 MB
003 Implementation of User Based Collaborative Filtering.mp4	MP4	62.1 MB
004 Interpreting the Results obtained from User Based Filtering.mp4	MP4	63.59 MB
005 Implementation of Item Based Collaborative Filtering.mp4	MP4	63.55 MB
006 Quiz Solution.mp4	MP4	55.66 MB
013 User+Based+Collaborative+Filtering.ipynb	IPYNB	62.57 KB

04 Singular Value Decomposition

001 Introduction to SVD.mp4	MP4	111.94 MB
002 Implementing SVD using Surprise.mp4	MP4	40.67 MB
003 Interpreting Results Obtained from SVD.mp4	MP4	45.99 MB
004 Comparing Content, and Collaborative Based Filtering.mp4	MP4	62.04 MB
005 Quiz Solution.mp4	MP4	47.94 MB
GetFreeCourses.Co.url	URL	116 B

05 Case Studies from Giants

	001 Case Study for Netflix.mp4	MP4	56.36 MB
	002 Case Study for Youtube.mp4	MP4	58.14 MB

06 Movie Recommender Systems

001 Setting up the Environment.mp4

MP4

45.52 MB

002 Taking a Deep Dive into the Dataset.mp4

MP4

48.43 MB

003 Understanding the Problem Statement.mp4

MP4

30.68 MB

004 Missing Values Imputation.mp4

MP4

51.87 MB

005 Top 10 Profitable Movies.mp4

MP4

50.06 MB

006 Manipulating the Duration and Language Column.mp4

MP4

51.35 MB

007 Extracting the Movie Genres.mp4

MP4

49.77 MB

008 Top 10 Most Popular Movies on Social Media.mp4

MP4

32.7 MB

009 Analyzing Which Genre is Most Bankable_.mp4

MP4

38.35 MB

010 Loss and Profit Analysis on English and Foreign Movies.mp4

MP4

42.2 MB

011 Gross Comparison of Long and Short Movies.mp4

MP4

46.15 MB

012 Association between IMDB Rating and Duration.mp4

MP4

47.29 MB

013 Comparing Critically acclaimed Actors.mp4

MP4

60.55 MB

014 Top Movies based on Gross, and IMDB.mp4

MP4

33.47 MB

015 Recommending Movies based on Languages and Actors.mp4

MP4

46.8 MB

016 Recommending Similar Genres and Movies.mp4

MP4

68.34 MB

017 Key Takeaways from this Project.mp4

MP4

33.39 MB

025 Movie+Recommendation+Engine+Full+Material

Final Solution.ipynb	IPYNB	516.08 KB
Homework-Solution.ipynb	IPYNB	96.12 KB
Homework.ipynb	IPYNB	1.72 KB
Movie Recommendation and Analysis.pptx	PPTX	282.58 KB
movie_metadata.csv	CSV	1.43 MB

07 Open Jobs Analyzer and Recommendation System

001 Understanding the Problem Statement.mp4	MP4	39.21 MB
002 Setting up the Environment.mp4	MP4	61.4 MB
003 Taking a Deep Dive into the Job Dataset.mp4	MP4	38.56 MB
004 Analyzing the Job Metrices.mp4	MP4	24.8 MB
005 Finding Important Metrics for Salary.mp4	MP4	57.71 MB
006 Taking a Deep Dive at the Naukri Dataset.mp4	MP4	27.88 MB
007 Finding Locations with Highest Job Vacancies.mp4	MP4	53.89 MB
008 Analyzing the Experience required for Jobs.mp4	MP4	25.87 MB
009 Most Demanded Degrees for Jobs.mp4	MP4	27.3 MB
010 Analyzing the Industries with highest no. of Jobs.mp4	MP4	32.13 MB
011 Analyzing the Top Skills required for Jobs.mp4	MP4	33.96 MB
012 Cleaning the Rest of the Dataset.mp4	MP4	36.71 MB
013 Gathering Vital Information from the Dataset.mp4	MP4	27.15 MB
014 Making a Function to Search for Jobs.mp4	MP4	33.29 MB
015 Understanding Relation between Industries and Education.mp4	MP4	35.19 MB
016 Key Takeaways and Findings from the Project.mp4	MP4	34.08 MB
17. Homework.ipynb	IPYNB	1.72 KB
18. Homework-Solution.ipynb	IPYNB	14.2 KB
20. jobs.csv	CSV	4.29 KB
21. naukri.csv	CSV	49.84 MB
Final Solution.ipynb	IPYNB	11.96 MB
GetFreeCourses.Co.url	URL	116 B
Open Jobs Analyzer and Recommendation Systems.pptx	PPTX	1.22 MB

08 Outro Section

	001 Conclusion.mp4	MP4	46.28 MB
	002 How to Get Your Certificate of Completion.html	HTML	1.35 KB

09 Bonus Section

001 Bonus Lecture.html

HTML

4.56 KB

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

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Recommendation Engine Bootcamp with 3 Capstone Projects

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