Build a Restaurant Ratings Predictor: Python Data Science Project
Unlock the power of data science with this hands-on project focused on predicting restaurant ratings using machine learning! Dive into the world of data analysis and discover how advanced algorithms can forecast dining experiences with remarkable accuracy. This tutorial walks through each step of the process, from data collection and cleaning to building and evaluating predictive models. Perfect for aspiring data scientists and machine learning enthusiasts, this video provides practical insights and techniques to elevate your skills and understand the real-world applications of machine learning in the restaurant industry. Thanks for watching my video. Dataset: https://www.kaggle.com/datasets/mohds...
Check my Data Science courses from here: https://www.onurbaltaci.com/courses
Udemy Courses
Data Science Projects: https://www.udemy.com/course/data-sci...
Data Analysis Interview: https://www.udemy.com/course/data-ana...
Python for Data Analytics: https://www.udemy.com/course/python-f...
Machine Learning with Python: https://www.udemy.com/course/python-m...
Python Programming: https://www.udemy.com/course/python-b...
Time Series Analysis: https://www.udemy.com/course/python-f...
Natural Language Processing (NLP): https://www.udemy.com/course/python-n...
I share Data Science content (short videos, articles and projects) on Instagram: / datascience_101
Some other videos I published:
Python Data Science Bootcamp (7+ Hours): • Complete Python Data Science Bootcamp...
Python PySpark Big Data Analytics Course: • PySpark Course: Big Data Handling wit...
Python Polars Big Data Analytics Course: • Master Python Polars for Efficient Bi...
Python Plotly Data Visualization Course: • Master Python Plotly in 1.5 Hours: Fr...
Python Data Analysis Project: • Python Data Analysis Project - Income...
Python Machine Learning Project: • Python Machine Learning Project - Inc...
Python Data Science Project: • Motorbike Price Prediction Using Pyth...
MySQL Course: • Complete MySQL Crash Course in 40 Min...
Playlists:
Learning Data Science in 2024: • Data Science Full Courses & Projects
Courses: • Playlist
Data Science projects: • End-to-End Data Science Projects with...
Data Analysis videos: • Python Data Analysis Tutorials with P...
Machine Learning videos: • Machine Learning with Python: Scikit-...
Data Science Interview Exercises (Questions & Answers): • Data Analysis & Data Science Intervie...
Join to the data discord server:
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My website: https://www.onurbaltaci.com
Chapters:
00:00:00 Introduction
00:00:24 Data Analysis
00:17:23 Feature Engineering
00:28:00 Machine Learning
00:46:20 Streamlit Web App
01:07:47 Outro
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