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Step 2d Clean Data
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Classroom Contents
The Ultimate Data Science Workflow Template - How to Create Projects with Impact
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- 1 Intro
- 2 Overview
- 3 Step 1: Explore the Problem
- 4 Step 1: Identify Data
- 5 Step 1: Import Data
- 6 Step 1: Combine Data
- 7 Step 2: Explore Data
- 8 Step 2: Visualize Data
- 9 Step 2: Cleaning Data
- 10 Step 3: Split into Train and Test
- 11 Step 3: Feature Scaling
- 12 Step 3: Feature Selection
- 13 Step 3: Model Selection
- 14 Step 3: Analyze the Result
- 15 Step 4: Present Findings
- 16 Step 4: Visualize Results
- 17 Step 4: Credibility Counts
- 18 Step 5: Use Insights
- 19 Step 5: Measure Impact
- 20 Step 5: Main goal
- 21 General Advice
- 22 Project Description
- 23 Project Solution
- 24 Step 1a Define Problem
- 25 Step 1b Import Libraries
- 26 Step 1c Identify Data
- 27 Step 1d Import Data
- 28 Step 1e Combine Data
- 29 Step 2a Explore Data
- 30 Step 2b Groupby, counts, Statistics
- 31 Step 2c Visualize Data
- 32 Step 2d Clean Data
- 33 Step 3a Split into Train and Test
- 34 Step 3d Model Selection
- 35 Step 3e Analyze Result
- 36 Step 4ab Present Findings and Visualize Result
- 37 Step 4c Credibility Counts
- 38 Step 5a Use Insights
- 39 Step 5b Measure Impact
- 40 Conclusion
