Restaurant Visitor Forecasting

  • Forecast number of restaurant visitors using multiple strategies
  • Gain knowledge of basic to advanced statistical tools and advanced ML modeling techniques
  • Understand concepts from scratch and implement the project

starstarstarstarstar_half 4.8 (52 ratings)    333 Students

Created by Selva Prabhakaran

  • Last updated 06/2021

  • English

  • English captions

What you will learn

01

Frame Data Science Problem Statement

02

Extensive Exploratory Data Analysis

03

Feature Engineering Strategies

04

Build Multiple Time Series Models

05

Model Evaluation and Improvement

06

Advanced Machine Learning Algorithms

Course Curriculum

Requirements

  • Courses Page1 Basics of Python
  • Courses Page1 Foundational knowledge of Data Science
  • Courses Page1 High school maths

Who should attend this course?

  • Data Science Aspirants

  • Data Science Professionals

  • Data analysts, economists, researchers

  • Interview aspirants looking to build profile

Data science skills you will acquire

This course will help add the these skills in your profile

  • ACF
  • PACF
  • ARIMA
  • ARMA
  • Durbin Watson
  • SARIMA
  • ROC AUC
  • SARIMAX
  • Prophet by Facebook
  • XGBoost
  • CATBoost
  • Hyperparameter Tuning
  • Label Encoding
  • Exploratory Data Analysis
  • Data Preprocessing

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!

I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.

I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

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