The Movie Recommendation System Project In Python is a simple console-based program that uses machine learning to give users suggestions based on the types of movies they like.
This Movie Recommendation System In Python is quite useful, and the concept and logic of the project are simple to grasp.
Project Output:
What Is a Movie Recommendation Project In Python?
The Movie Recommendation System Using Machine Learning In Python, an information filtering tool tries to predict the ratings of users and items, mostly based on big data, to suggest things they might like.
Movie recommendation systems help users find other people with similar interests.
Importance Of Movie Recommendation System
This Recommendation System Project In Python is an important part of our social lives because it helps us have more fun.
Users can get suggestions for movies based on what they like or how popular the movies are.
Why Do We Need To Have A Movie Recommendation System?
This Movie Recommendation Python is needed because they try to figure out what products people are most likely to buy and be interested in.
Recommender systems are used by Netflix, Amazon, and other companies to help customers find the right product or movie for them.
Two Ways For The Movie Recommendation System To Make A List Of Suggestions
Collaboration filtering |
Filtering based on the content |
- Collaboration filtering – Collaborative filtering builds a model based on the user’s past actions, like what they bought or searched for, as well as what other users did that was similar. Then, this model is used to predict items (or ratings for items) that users might be interested in, based on their past behavior.
- Filtering based on the content – Content-based filtering uses a set of discrete characteristics of an item to suggest other items that have similar properties. Content-based filtering methods are completely based on a description of the item and a profile of the user’s preferences. It suggests things to the user based on what they have liked in the past.
Project Details and Technology
Project Name: | Movie Recommendation System Project In Python |
Abstract: | This Movie Recommendation System In Python is a basic Python project that aims to give the best movie recommendations for the user. |
Language/s Used: | Python |
Python version (Recommended): | 3.8 or 3.9 |
Type: | Console Application |
Developer: | Source Code Hero |
Updates: | 0 |
About the Project
The Movie Recommendation System Using Python is a console-based application written in the Python programming language. The project is open source, and it was made for novices who wish to learn Python.
This Movie Recommendation System Project In Python With Source Code can run in console mode, which means that you have to enter it manually.
The setup of the system is very simple. You just need to input your favorite movies and search for them. The system will give the best recommendation of movies based on the data you input through the system.
How To Create A Movie Recommendation System Project In Python?
The code given below is the full source code of the Movie Recommendation System Project In Python.
The given code below is a Python file for main.py
movies = [] START = "\nEnter 'a' to add a movie, \n 'l' to see your movies, \n 'f' to find a movie by title, \n or 'q' to quit: " def add_movie(): title = input("Enter title of the film: ") director = input("Enter director of the film: ") year = input("Enter year of the film: ") genre = input("Enter genre of the film: ") movies.append({ 'title': title, 'year': year, 'director': director, 'genre': genre }) def list_movies(): quantity = len(movies) titles = [movie['title'] for movie in movies] titles = ', '.join(titles) if quantity: print(f'You have following movies in collection: {titles}. In total you have {quantity} {"movie" if quantity == 1 else "movies"}.') else: print('There are no movies in you collection.') def print_movie_info(movie): print('Here is information about requested title') print(f'Title: {movie["title"]},') print(f'Director: {movie["director"]},') print(f'Year: {movie["year"]},') print(f'Genre: {movie["genre"]}.') def find_title(): search_title = input('Enter title you are looking for: ') for movie in movies: if movie['title'] == search_title: print_movie_info(movie) else: print('Requested title was not found in the collection.') user_selection = { 'a': add_movie, 'l': list_movies, 'f': find_title } def menu(): selection = input(START).lower() while selection != 'q': if selection in user_selection: selected_action = user_selection[selection] selected_action() else: print("Unknown command. Please choose within available options: 'a', 'f', 'l' or 'q' to close the app.") selection = input(START) print('Thank you for using the app. See you next time!') if __name__ == '__main__': menu()
By the way, if you are new to Python programming and don’t have any idea what Python IDE to use, I have here a list of the Best Python IDE for Windows, Linux, and Mac OS for you.
Additionally, I also have here How to Download and Install the Latest Version of Python on Windows.
To start executing a Movie Recommendation System, make sure that you have installed Python on your computer.
Steps On How To Run The Project
Time needed: 5 minutes
These are the steps on how to run a Movie Recommendation System Project In Python With Source Code
- Download Source Code
First, find the downloadable source code below and click to start downloading the source code file.
- Extract File
Next, after finished to download the file, go to the file location and right-click the file and click extract.
- Step 3: Open Project Path and Open CMD (Command Prompt).
In order for you to run the project, you just need to open the project path and type CMD. The first thing you need to do is type py main.py in the command prompt. After that, just wait for a few seconds to load the system.
Download the Source Code below!
Summary
This article is a way to enhance and develop our skills and logic ideas which is important in practicing python programming language which is the most well-known and most usable programming language in many companies.
Inquiries
If you have any questions or suggestions about the Movie Recommendation System Project In Python, please feel free to leave a comment below.