Update pages/Intro_DS.py

pages/Intro_DS.py

@@ -8,4 +8,24 @@ st.markdown(
     "Data science is a multidisciplinary subject concerned with collecting knowledge and insights from organised and unstructured data utilising scientific techniques, procedures, algorithms, and systems. Here's a more detailed look at the major components of data science."
     "</p>",
     unsafe_allow_html=True
-)
+)
+st.markdown("<h2 style='text-align: center; color: ;'>Key Ascepts of Data Science</h2>", unsafe_allow_html=True")
+st.markdown(
+    "<p style='font-size: 16px; color:Blue; font-style: italic'>"
+    "Data Collection: Collecting information from various sources such as databases, sensors, web scraping, and APIs."
+    "Data cleaning is the process of preparing raw data by eliminating mistakes, filling in missing numbers, or addressing formatting problems."
+    "Data analysis involves using statistical and exploratory tools to uncover patterns and trends in data."
+    "Data modelling entails creating predictive or descriptive models using machine learning methods."
+    "Data Visualisation: Using charts, graphs, and dashboards to show data and conclusions in an understandable format."
+    "Decision Making: Applying insights to address corporate problems, improve procedures, or create new products."
+    "</p>",
+    unsafe_allow_html=True)
+st.markdown("<h2 style='text-align: center; color: ;'>Skills required for DS</h2>", unsafe_allow_html=True")
+st.markdown(
+    "<p style='font-size: 16px; color:Blue; font-style: italic'>"
+    "Skills required include Python, R, SQL, and other programming languages.Mathematics and statistics skills include probability, linear algebra, and hypothesis testing."
+    "Machine Learning includes both supervised and unsupervised learning techniques such as regression, classification, and clustering.Data wrangling and ETL include extracting, manipulating, and loading data for analysis."
+    "Visualisation tools include Tableau, Power BI, Matplotlib, and Seaborn."
+    "</p>",
+    unsafe_allow_html=True)
+