pages/machinelearning.py

import streamlit as st
import pandas as pd

# Title
st.title(" Machine Learning")
st.write("ML are used to mimic or copy the learning ability of biological neurons.")

# Data for the table
data = {
    "Criteria": [
        "Learning Approach",
        "Data Requirements",
        "Data Type",
        "Memory Usage",
        "Training Time",
        "Computational Requirements"
    ],
    "Machine Learning (ML)": [
        "Uses statistical concepts to mimic learning abilities.",
        "Requires less data to train but performance may saturate with small data.",
        "Works on structured data; unstructured data needs conversion, causing data loss.",
        "Low memory usage.",
        "Takes less time to train.",
        "Can work on a low-end computer/PC."
    ],}
    # Create a DataFrame
df = pd.DataFrame(data)
st.table(df)