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Flight-Fare Prediction

Flight ticket prices can be something hard to guess, today we might see a price, check out the price of the same flight tomorrow, it will be a different story. We might have often heard travelers saying that flight ticket prices are so unpredictable. As data scientists, we are gonna prove that given the right data anything can be predicted. Here you will be provided with prices of flight tickets for various airlines between the months of March and June of 2019 and between various cities.

Implementation:

i. Created a model that estimates Flight Prices to help users look for the best prices when booking flight tickets.

ii. Processed attributes from the Departure Time, Date of Journey, to quantify the data and make it more understandable.

iii. Optimized multiple Regression models using RandomGridsearchCV to reach the best model.

iv. Built a client-facing API using flask

v. Deployed app on AWS cloud server.

link: [login to view URL]

Note: For Web Framework Requirements: pip install -r [login to view URL]

Kĩ năng: Xử lí dữ liệu, Data Visualization, Machine Learning (ML), Flask

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Về Bên Thuê:
( 0 nhận xét ) Guwahati, India

ID dự án: #30134287

4 freelancer chào giá trung bình ₹920/giờ cho công việc này

(94 Nhận xét)
7.3
sagarbhalkedata6

github: [login to view URL] Hi I am a senior ML & AI developer. I have read your requirement very carefully. I have 2+ years of ML & AI development and get a lot of experience. My main sk Thêm

₹575 INR / giờ
(2 Nhận xét)
4.2
Kawish98

Thats an interesting thing, I have done the same thing in fintech to predict the market share price in stock exchange. I find it easy for me i can build a hypothesis on the thing which you want.

₹778 INR / giờ
(0 Nhận xét)
0.0
rajeshm9969

I'll build an optimized regression model using RandomGridsearch Cross Validation and will deploy it to AWS server.

₹750 INR / giờ
(0 Nhận xét)
0.0