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https://github.com/akash1070/indian-premier-league-score-prediction-app

Building & Deployment of IPL First Innings Score Prediction on Heruko
https://github.com/akash1070/indian-premier-league-score-prediction-app

flask-api heruko ipl-prediction linear-regression machine-learning python3

Last synced: 21 days ago
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Building & Deployment of IPL First Innings Score Prediction on Heruko

Host: GitHub
URL: https://github.com/akash1070/indian-premier-league-score-prediction-app
Owner: Akash1070
Created: 2022-09-16T07:52:41.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2022-09-19T16:18:19.000Z (over 2 years ago)
Last Synced: 2024-04-05T11:45:27.987Z (9 months ago)
Topics: flask-api, heruko, ipl-prediction, linear-regression, machine-learning, python3
Language: HTML
Homepage:
Size: 33.2 MB
Stars: 2
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Building & Deployment Of IPL First Innings Score Prediction 

![Python 3.6](https://img.shields.io/badge/Python-3.6-brightgreen.svg)

![scikit-learnn](https://img.shields.io/badge/Library-Scikit_Learn-orange.svg)

![flask](https://img.shields.io/badge/Library-flask-blue.svg)

![Numpy](https://img.shields.io/badge/Library-numpy-red.svg)

![Pandas](https://img.shields.io/badge/Library-pandas-white.svg)

• Deploying a ___Machine Learning Web App___ created with ___Flask___ on ___Heroku___ platform.

• If you want to view the deployed model, click on the following link:

https://ipl-score-prediction-app458.herokuapp.com/

• Please do ⭐ the repository, if it helped you in anyway.

## Authors

- [@Akash Kumar Jha](https://github.com/Akash1070)

## Deployment

    1. Data Extraction

    2. Exploratory Data Analysis(EDA)

    3. Feature Engineering

    4. Model Building and Tuning

    5. Building Flask API

    6. Pushing code to Github

    7. Connecting to your Heroku account 

    8. Deploy App

## Installation

To install the libraries used in this project. Follow the 

below steps:

```bash

from flask import Flask, render_template, request

import pickle

import numpy as np

from sklearn.linear_model import LinearRegression

import pandas as pd

import pickle

```

    

## Running Flask Api

To run tests, run the following command

```bash

  python app.py

```

## Running Heroku Tests

To run a Heroku deployment tests, click on the following link:

[IPL First Innings Score Prediction App](https://ipl-score-prediction-app458.herokuapp.com/)

## 🚀 About Me

Data Scientist Enthusiast | Petroleum Engineer Graduate | Solving Problems Using Data 

# Hi, I'm Akash! 👋

## 🔗 Links

[![github](https://img.shields.io/badge/github-000?style=for-the-badge&logo=ko-fi&logoColor=white)](https://github.com/Akash1070)

[![linkedin](https://img.shields.io/badge/linkedin-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/akashkumar107/)

## Other Me

👩‍💻 I’m interested in Petroleum Engineering

🧠 I’m currently learning Data Scientist | Data Analytics | Business Analytics

👯‍♀️ I’m looking to collaborate on Ideas & Data

## 🛠 Skills

1. Data Scientist

2. Data Analyst

3. Business Analyst

4. Machine Learning 

## Future Plans 

⚡️ Looking forward to help drive innovations into your company as a Data Scientist

⚡️ Looking forward to offer more than I take and leave the place better than i found