Update pages/1_Introduction to Data Science.py

pages/1_Introduction to Data Science.py

@@ -3,7 +3,7 @@ import streamlit as st
 st.title(":red[Introduction to Data Science]")
 st.header(":blue[1. What is Data Science?]")
 st.write("Data science is a blend of statistical analysis, machine learning, and domain expertise used to understand and interpret complex data to inform decisions and make predictions. It involves collecting, processing, analyzing, and interpreting large sets of data using programming, mathematics, and advanced analytics techniques to discover patterns and solve complex problems.")
-st.image("https://www.google.com/url?sa=i&url=https%3A%2F%2Fiirfranking.com%2Fblog%2Fdata-science-business-analytics%2Fdata-science-a-course-on-decision-making-process%2F&psig=AOvVaw1Bw_0IZ347bDB3NJVWhHcu&ust=1733642087106000&source=images&cd=vfe&opi=89978449&ved=0CBQQjRxqFwoTCJCopJqOlYoDFQAAAAAdAAAAABA5",width=550)
+st.image("",width=550)
 
 
 st.header(":blue[2. What is Artificial Intelligence(AI)?]")
@@ -16,13 +16,13 @@ st.image("https://miro.medium.com/v2/resize:fit:1400/1*-Ys9CFCuwMUusQiUhVZabA.pn
 st.header(":blue[3. What is Machine Learning (ML)?]")
 st.write("Machine learning is nothing but it is a tool by using which we can mimic/copy NI where in this mimicing we are learn learinig capability. It is  a subset of artificial intelligence that allows computers to learn from data and enhance their capabilities through experience. This process involves identifying patterns and making predictions based on the data provided, rather than following pre-defined instructions.")
 st.markdown(":red[Example:-]** Machine learning algorithms can identify and classify objects within images. For instance, Google Photos uses ML to automatically categorize and label photos based on the content, such as recognizing faces or specific objects.")
-st.image("https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.wordstream.com%2Fblog%2Fws%2F2017%2F07%2F28%2Fmachine-learning-applications&psig=AOvVaw29rc3jvN7opMhlzlBGurND&ust=1733642367308000&source=images&cd=vfe&opi=89978449&ved=0CBQQjRxqFwoTCOi5xZ6PlYoDFQAAAAAdAAAAABAJ",width=500)
+st.image("",width=500)
 
 
 st.header(":blue[4. What is Deep Learning (DL)?]")
 st.write("Deep Learning is nothing but it is also a tool by using which we can mimic/cpoy NI. It enables systems to recognize complex patterns in images, text, and audio, allowing for accurate insights and predictions without explicit programming for feature extraction.")
 st.markdown(":red[Example:-]**  In manufacturing, deep learning models predict equipment failures by analyzing sensor data from machinery. This proactive approach minimizes downtime and optimizes maintenance schedules.")
-st.image("https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.vision-systems.com%2Fboards-software%2Farticle%2F14173008%2Fwhat-is-deep-learning-and-how-do-i-deploy-it-in-imaging&psig=AOvVaw3Vyk5sSCETkf7rkQOQLMPF&ust=1733642506779000&source=images&cd=vfe&opi=89978449&ved=0CBQQjRxqFwoTCIDB99-PlYoDFQAAAAAdAAAAABBJ",width=500)
+st.image(""C:\Users\JAYASREE\Downloads\deeplearning image.jpg"",width=500)
 
 
 st.header(":blue[5. What is Generative AI (GenAI)?]")