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Flight Fare Detection Using Auto SK Learn

Flight fare detection using Auto SK Learn is a machine learning technique that automates the process of developing predictive models for flight ticket prices.

Created by

Project Bank

00:44:59 Hours

4 Enrolled

(0 Reviews)

English

Last updated

Fri, 28-Apr-2023

Course description

Flight fare detection using AutoSKLearn is a machine learning technique that automates the process of developing predictive models for flight ticket prices. It uses the AutoSKLearn library, which automatically selects the best machine learning algorithms, hyperparameters, and data pre-processing techniques to build a high-performing model. This approach can help airline companies and travel agencies to accurately predict the prices of airline tickets, which can help them make informed decisions regarding pricing and revenue management.

What will i learn?

AutoSKLearn uses advanced machine learning algorithms and techniques to build highly accurate predictive models for flight ticket prices.
Accurate predictions of flight fares can help airlines and travel agencies optimize their revenue management strategies.
AutoSKLearn automates the process of model selection and hyperparameter tuning, reducing the time and effort required to develop a predictive model. This can save airline companies and travel agencies significant time and cost in the long run.
AutoSKLearn can be used to build predictive models for large datasets, making it scalable for airlines and travel agencies with large amounts of data.

Requirements

Machine Learning projects

Introduction
Preview

00:04:18

Importing Libraries And Data Set
00:05:35

Data Analysis
00:05:41

Feature Engineering 1
00:05:57

Feature Engineering - 2
00:06:52

Feature Selection
00:04:04

Model Building Using Ml
00:06:31

Model Building and prediction using auto sk learn
00:06:01

Resources

Project Bank

View profile

Rp 1299

Rp 4999

Lectures

9

Skill level

Intermediate

Expiry period

Lifetime

Certificate

Yes

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Flight Fare Detection Using Auto SK Learn

Course description

What will i learn?

Requirements

Introduction 1 Lessons 00:04:18 Hours

Importing Libraries And Data Set 1 Lessons 00:05:35 Hours

Data Analysis 1 Lessons 00:05:41 Hours

Feature Engineering 1 1 Lessons 00:05:57 Hours

Feature Engineering - 2 1 Lessons 00:06:52 Hours

Feature Selection 1 Lessons 00:04:04 Hours

Model Building Using Ml 1 Lessons 00:06:31 Hours

Model Building and prediction using auto sk learn 1 Lessons 00:06:01 Hours

Resources 1 Lessons 00:00:00 Hours

Project Bank

Rp 1299

Rp 4999

Lectures

9

Skill level

Intermediate

Expiry period

Lifetime

Certificate

Yes

Related courses

Intermediate

PAN CARD Tampering Detection

Rp 1299

Intermediate

Image Watermarking

Rp 1299

Intermediate

Face Swapping Using Deep Learning

Rp 1299

Intermediate

Customer Churn Rate Prediction

Rp 1299

Intermediate

Breast Cancer Detection

Rp 1299

Intermediate

House Price Prediction

Rp 1299

Intermediate

Credit Card Fraud Detection

Rp 1299

Intermediate

Employee Attrition Prediction

Rp 1299

Intermediate

Coustmer Segmentation

Rp 1299

Intermediate

Zomato Restaurant Reviews classification

Rp 1299

Intermediate

Medical Insurance Premium

Rp 1299

Intermediate

Bird Species Prediction APP

Rp 1299

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