pages/introduction_2.py

import streamlit as st
st.markdown("<b>We humans have generaally two capabilities they are :1. Learning 2. Generating. So to guide the machines to create their own Learning Intelligence and Generating Intelligence we need 3 tools they are Machine Learning,Deep Learning,Generative AI.</b>",unsafe_allow_html=True)
st.markdown("<h3><b> Machine Learning and Deep Learning</b></h3>",unsafe_allow_html=True)
st.markdown("<p><b>when ever Machine wants to copy learning ability of Natural intelligence from the data then Machine learing and Deep learning is used </b></p>",unsafe_allow_html=True)
st.markdown('<p><b>Definition of ML:Machine learning is a branch of artificial intelligence that enables algorithms to uncover hidden patterns within datasets, allowing them to make predictions on new, similar data without explicit programming for each task. Traditional machine learning combines data with statistical tools to predict outputs, yielding actionable insights.</b></p>',unsafe_allow_html=True)
st.markdown('<p><b>Definition of DL:The definition of Deep learning is that it is the branch of machine learning that is based on artificial neural network architecture. An artificial neural network or ANN uses layers of interconnected nodes called neurons that work together to process and learn from the input data.</b></p>',unsafe_allow_html=True)
st.image("https://www.cengn.ca/wp-content/uploads/2022/10/AI-ML-and-DL-Comparison-Diagram-1024x683.png")
st.markdown('<h3><b>Generative AI:</h3></b>',unsafe_allow_html=True)
st.markdown('<b>whenever machines wants to learn the generating capability from the existing data then Generative AI is used.</b>',unsafe_allow_html=True)
st.markdown('<p><b> Generative artificial intelligence (generative AI, GenAI,or GAI) is a subset of artificial intelligence that uses generative models to produce text, images, videos, or other forms of data.These models learn the underlying patterns and structures of their training data and use them to produce new data based on the input, which often comes in the form of natural language prompts </b></p>',unsafe_allow_html=True)
st.image("https://cdn.prod.website-files.com/59e16042ec229e00016d3a66/6441d5f76d21e1e4dee9ffa2_Gen%20AI%20blog_Blog%20hero.webp")