Building & Deployment Of IPL First Innings Score Prediction

• 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

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:

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

  python app.py

Running Heroku Tests

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

IPL First Innings Score Prediction App

🚀 About Me

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

Hi, I'm Akash! 👋

🔗 Links

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