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| import streamlit as st | |
| # Title | |
| st.title("Introduction to Data Science 📊") | |
| # What is Data Science | |
| st.subheader(":rainbow[What is Data Science?] 🔍") | |
| multi = """Data Science is a field that helps us understand and use data to solve problems. | |
| It combines things like math, coding, and expert knowledge to look at data and find useful patterns or trends. | |
| The process involves gathering data, cleaning it up, analyzing it, and turning it into easy-to-understand visuals. | |
| With data science, we can predict future events, solve tough problems, and make decisions based on facts, all in a fast-changing world. """ | |
| st.markdown(multi) | |
| # Natural Intelligence | |
| st.subheader(":rainbow[Natural Intelligence] 🧠") | |
| st.write("Natural Intelligence is how humans think, learn, and solve problems using their brains and senses. " | |
| "It's what helps humans adapt, make decisions, and figure out things in real life. 🤔") | |
| st.write(":blue[Example:] 🌳") | |
| st.write("* Humans are good at identifying animals and plants, recognizing faces, and making decisions based on experience.") | |
| # Artificial Intelligence | |
| st.subheader(":rainbow[Artificial Intelligence] 🤖") | |
| st.image("https://media.gettyimages.com/id/1501388344/vector/artificial-intelligence-concept.jpg?s=612x612&w=0&k=20&c=jD5Y3dTf9CihE1KiLrBZAwyjx-E44xyrpH64I5lAMDo=") | |
| multi = """Artificial Intelligence refers to the simulation of human intelligence in machines designed | |
| to think, learn, and make decisions like humans. We are guiding machines to mimic natural intelligence to create AI systems that can perform tasks without human intervention.""" | |
| st.markdown(multi) | |
| st.write(":blue[Example:] 🚗") | |
| st.write("* Tesla's self-driving cars: AI is used in self-driving cars to process data from cameras, sensors, and maps to navigate and make decisions, such as stopping at traffic lights or avoiding obstacles.") | |
| # Machine Learning (ML) | |
| st.subheader(":rainbow[Machine Learning (ML)] 🤖📈") | |
| st.write("Machine Learning (ML) is a branch of AI where machines learn from data and get smarter over time, " | |
| "without the need for explicit programming. ML mimics human learning ability using statistical methods to make predictions or decisions.") | |
| st.write(":blue[Example:] 🧠") | |
| multi = """ | |
| * Face unlock on your phone. | |
| * Virtual assistants like Alexa understanding your voice commands. | |
| * Text-to-image generation tools. | |
| """ | |
| st.write(multi) | |
| # Generative AI | |
| st.subheader(":rainbow[Generative AI] 🎨🤖") | |
| st.write("Generative AI lets machines create! From writing essays to generating art, it’s AI at its creative best.") | |
| st.write(":blue[Example:] ✍️") | |
| st.write("* OpenAI's GPT-3: A powerful generative model that can generate coherent and contextually appropriate text, from answering questions to writing essays, stories, or even poetry.") | |
| # Closing Remarks | |
| st.subheader(":rainbow[Conclusion] 📝") | |
| st.write(""" | |
| - **Data Science** is the field where data is used to solve real-world problems using techniques from statistics, coding, and expert knowledge. | |
| - **Natural Intelligence** is the human ability to solve problems and learn from experiences. | |
| - **Artificial Intelligence** is a simulation of human intelligence in machines, designed to make decisions like humans. | |
| - **Machine Learning** allows machines to learn from data without being explicitly programmed, and it mimics human learning. | |
| - **Generative AI** is a creative branch of AI, where machines generate new content, like text, images, or even music! | |
| """) | |