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Update pages/3Life Cycle of Machine Learning Project.py
Browse files
pages/3Life Cycle of Machine Learning Project.py
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@@ -93,16 +93,16 @@ if st.session_state.page == "Home":
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<div class="circle-container">
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<div class="circle">
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<div class="steps">
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</div>
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</div>
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</div>
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@@ -130,3 +130,20 @@ if st.session_state.page == "Home":
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if st.button("Monitoring", key="step10"):
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navigate_to("Monitoring")
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<div class="circle-container">
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<div class="circle">
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<div class="steps">
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<button class="step" id="step1" onclick="document.querySelector('button[name=step1]').click()">Problem Statement</button>
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<button class="step" id="step2" onclick="document.querySelector('button[name=step2]').click()">Data Collection</button>
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<button class="step" id="step3" onclick="document.querySelector('button[name=step3]').click()">Simple EDA</button>
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<button class="step" id="step4" onclick="document.querySelector('button[name=step4]').click()">Data Preprocessing</button>
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<button class="step" id="step5" onclick="document.querySelector('button[name=step5]').click()">EDA</button>
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<button class="step" id="step6" onclick="document.querySelector('button[name=step6]').click()">Feature Engineering</button>
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<button class="step" id="step7" onclick="document.querySelector('button[name=step7]').click()">Model Training</button>
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<button class="step" id="step8" onclick="document.querySelector('button[name=step8]').click()">Model Testing</button>
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<button class="step" id="step9" onclick="document.querySelector('button[name=step9]').click()">Model Deployment</button>
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<button class="step" id="step10" onclick="document.querySelector('button[name=step10]').click()">Monitoring</button>
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</div>
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</div>
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</div>
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if st.button("Monitoring", key="step10"):
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navigate_to("Monitoring")
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# Page content for each step
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elif st.session_state.page == "ProblemStatement":
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st.write("### Problem Statement")
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st.write("Define the problem for the ML project.")
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if st.button("Go Back"):
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navigate_to("Home")
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elif st.session_state.page == "DataCollection":
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st.write("### Data Collection")
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st.write("Collect data for the ML project.")
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if st.button("Go Back"):
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navigate_to("Home")
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elif st.session_state.page == "SimpleEDA":
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st.write("### Simple EDA")
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st.write("Perform basic exploratory data analysis.")
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if st.button("Go Back"):
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navigate_to("Home")
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# Add similar content for other pages...
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