Data Science guided project: Nutrition analysis of restaurant menus
I’m Shubham. I work as a Senior Researcher in an EdTech company. I've developed learning solutions in Data Science to help and guide 1000+ students.
In this project, you'll do Exploratory Data Analysis to analyse the nutritional aspects of a McDonald's menu and generate recommendations.
To guide you in the project, I will also teach you Statistics, Python, Data Visualisation and Regression modelling through live classes and assignments. I will personally guide you to understand concepts, complete the project and get a headstart for a career in Data Science.
- Live classes on Python, Statistics, EDA, Regression
- Industry Project on Data Science
- Project Completion Certificate
- 1 week FREE Trial
Project: Nutritional analysis of a McDonald's menu
The dataset provides a nutrition analysis of every menu item on the US McDonald’s menu. You will do a nutritional analysis and generate healthy recommendations.
Analysis is expected to answer questions like:
How many calories does the average McDonald’s value meal contain? Is it really healthier to order grilled chicken instead of crispy? What is the healthiest combination of items that you would have to eat to get your daily nutritional requirements?
Week 1: Python for Data Science
Statistics for Data Science
Understanding Dataset along with Problem statement
Data science methodologies, Visualization in-depth
Answer questions with data using Exploratory Data Analysis [data to insights]
Foundations of Regression
Linear & Logistics Regression
Uses, Applications, Assumptions
Hands-on coding demonstrating regression using Scikit Learn and OLS
What you'll learn
- Programming in Python
- Data Visualization
- Exploratory Data Analysis
- Regression Modelling
- Analysing a dataset and problem statement
I am Shubham. I work as a Senior Researcher in an Ed-Tech company where I develop learning solutions in the field of Data Science, Machine Learning and AI. I have helped and guided 1000+ students through my curated learning programs. I'm passionate about teaching students to work on real-world datasets and do industry relevant projects from scratch.
Who should apply
This is ideal for those who want to learn how Data Science concepts are applied in an industry project
This project will give you a clear understanding of core concepts and will be a relevant addition to your profile.
No pre-requisites. Come with an open mind & laptop. Basic programming knowledge is a bonus.
In a week, 2 hours in class and 8 hours outside class