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import streamlit as st |
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st.title("🚀 Welcome to the NLP Application!") |
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st.subheader("🌍 Introduction to Natural Language Processing (NLP)") |
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with st.expander("What is NLP? 🤖"): |
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st.write(""" |
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**Natural Language Processing (NLP)** is a field at the intersection of **Artificial Intelligence** and **Linguistics**. |
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It enables machines to understand, interpret, and generate human language. From **speech recognition** to **text summarization** and **machine translation**, NLP is a game changer in technology. |
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""") |
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st.subheader("🔑 Key NLP Tasks") |
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tasks = [ |
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"Text Classification: Assigning predefined labels to text (e.g., spam detection).", |
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"Named Entity Recognition (NER): Identifying entities like names, dates, locations, etc.", |
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"Sentiment Analysis: Determining the sentiment (positive, negative, neutral) of text.", |
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"Part-of-Speech (POS) Tagging: Identifying the grammatical components (e.g., noun, verb).", |
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"Machine Translation: Translating text from one language to another.", |
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"Text Generation: Creating meaningful text based on input." |
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] |
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for task in tasks: |
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st.write(f"✅ {task}") |
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st.subheader("💡 Why is NLP Important?") |
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st.write( |
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"With vast amounts of unstructured textual data online, NLP helps extract insights, automate tasks, and provide personalized services. From chatbots to recommendation systems and search engines, NLP is reshaping human-computer interactions." |
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) |
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st.title("👤 About the Creator") |
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st.write(""" |
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**Hi there! 👋 I'm Gopi Krishna Venigandla**, an **AI enthusiast** and **Data Science professional**. |
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With a background in **Machine Learning**, I specialize in: |
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""") |
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with st.expander("🛠️ My Skills"): |
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skills = { |
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"Programming": "Python, R, SQL", |
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"Data Visualization": "Tableau, Power BI, Matplotlib", |
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"Machine Learning": "Scikit-Learn" |
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} |
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for category, skillset in skills.items(): |
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st.write(f"**{category}**: {skillset}") |
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st.title("📬 Connect with Me") |
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st.write("[LinkedIn](https://www.linkedin.com/in/gopi-krishna-aa8641308/)") |
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st.write("📧 Email: [[email protected]](mailto:[email protected])") |
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st.write("📞 Contact: 8309183669") |
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st.markdown(""" |
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--- |
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<center> |
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<p style='font-size:14px; color:#888;'> © 2024 AI & Data Science Hub. All Rights Reserved. </p> |
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</center> |
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""", unsafe_allow_html=True) |
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