End-to-End Data Science Projects with Python - 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/mohdshahnawazaadil/restaurant-dataset Thanks for watching the video! I share new Data Science content regularly. If you enjoyed it, feel free to subscribe for more. Playlists you may like: Data Science Full Courses & Projects https://youtube.com/playlist?list=PLTsu3dft3CWiow7L7WrCd27ohlra_5PGH&si=H2EbXaOKIGgJGhkN Python Data Analysis Tutorials https://youtube.com/playlist?list=PLTsu3dft3CWhwPJcaAc-k6a8vAqBx2_0t&si=w3iBNkpbH2EHV6Ex Python Machine Learning Tutorials https://youtube.com/playlist?list=PLTsu3dft3CWhSJh3x5T6jqPWTTg2i6jp1&si=Sml7pJbJZJEF-wBu AI Tutorials https://youtube.com/playlist?list=PLTsu3dft3CWhAAPowINZa5cMZ5elpfrxW&si=ko9hqjHo_HuocvN0 Watch next: Fraud Detection Using Machine Learning – Full Python Data Science Project (94% Accuracy) https://youtu.be/4Od5_z28iIE?si=hBd9xAlxkBZCST8j Python Machine Learning Project Tutorial https://youtu.be/I7DZP4rVQOU?si=NYvcAVP1uWkuDq02 Python Data Science Bootcamp: Zero Experience to Expert in 7 Hours (7 Full Courses & Projects) https://youtu.be/6gDLcTcePhM?si=P_s1BkznjGhcHpDo Python Exploratory Data Analysis Project: Analyze Volleyball Data with Pandas (Step-by-Step Tutorial) https://youtu.be/c6O0KWcg4Eg?si=DF8vfS96mDogReGL Customer Segmentation Using Machine Learning (K-Means Clustering) – Full Python Data Science Project https://youtu.be/-LGwdrajMZ0?si=FzrKbcK1C0LHrvnV Courses: https://www.onurbaltaci.com/courses Contact for sponsorships: https://www.onurbaltaci.com/contact Join the Data Science Discord community: https://discord.gg/BaVm6Rt4h8 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 #datascience #dataanalysis #dataanalytics #data #dataengineering #datascientist #datascientists #machinelearning #python #pythonprogramming