Conduct a Choice-Based Conjoint Analysis for Netflix with Python

1h 39m 35s
English
Paid

Course description

In this project-based course you'll be put into a scenario to assist Netflix in rejuvenating the streaming service's growth using Data Analysis and Python.

Read more about the course

Instead of the traditional analytics method of surveying users based on individual features, you'll use the Choice-Based Conjoint Analysis method, a type of market research that is grounded in science and analytics and examines consumer preferences in a holistic method.

Watch Online

This is a demo lesson (10:00 remaining)

You can watch up to 10 minutes for free. Subscribe to unlock all 21 lessons in this course and access 10,000+ hours of premium content across all courses.

View Pricing
0:00
/
#1: Project Introduction

All Course Lessons (21)

#Lesson TitleDurationAccess
1
Project Introduction Demo
02:03
2
Problem Statement
03:21
3
Choice-Based Conjoint Analysis
06:34
4
Python - Directory and Libraries
03:15
5
Python - Preparing Data
02:33
6
Technical Process
01:54
7
Python - Regression Model
03:59
8
Python - Retrieving Partworths
05:56
9
Python - Customizing Visualization
06:26
10
Python - Looking at Specific Drivers
05:17
11
Python - Lollipop Chart
08:39
12
Python - Feature Coefficients
05:47
13
Python - Feature Importance
02:30
14
Python - Preparing Relative Importances
02:57
15
Python - Plotting Tree Maps
07:06
16
Project Update
03:15
17
Interaction Terms
03:33
18
Python - Interaction Terms
05:45
19
Python - Interaction Terms Results
12:45
20
Next Steps
04:36
21
Limitations of Conjoint Analysis
01:24

Unlock unlimited learning

Get instant access to all 20 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.

Learn more about subscription

Comments

0 comments

Want to join the conversation?

Sign in to comment

Similar courses

Building APIs with FastAPI

Building APIs with FastAPI

Sources: Andreas Kretz
API is the foundation of any modern data platform. You either provide an API for clients or use external APIs yourself. In any case, it's important to be...
1 hour 35 minutes 40 seconds
Airbnb App Clone

Airbnb App Clone

Sources: Nomad Coders
REST API, GraphQL API, iOS / Android App. Make Airbnb App with Rest API and GraphQL API. Users can search, look and browse various homes..
17 hours 50 minutes 5 seconds
Build an LLM-powered Q&A App using LangChain, OpenAI and Python

Build an LLM-powered Q&A App using LangChain, OpenAI and Python

Sources: zerotomastery.io
LLMs like GPT are great at answering questions about data they've been trained on...but what if you want to ask it questions about data it hasn't been trained o
2 hours 38 minutes 22 seconds
Python on the Backend

Python on the Backend

Sources: udemy
Do you know Python and want to take it to the next level? How about writing a website in Python, or an API so your fellow developers can consume in JSON over si
3 hours 51 minutes 33 seconds
Machine Learning: Natural Language Processing in Python (V2)

Machine Learning: Natural Language Processing in Python (V2)

Sources: udemy
Welcome to Machine Learning: Natural Language Processing in Python (Version 2). NLP: Use Markov Models, NLTK, Artificial Intelligence, Deep Learning, Machine Le
22 hours 4 minutes 2 seconds