Update README.md
Browse files
README.md
CHANGED
|
@@ -228,17 +228,19 @@ Gradient Boosting delivered the most balanced predictions, with the best stabili
|
|
| 228 |
|
| 229 |
|
| 230 |
|
|
|
|
| 231 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 232 |
|
|
|
|
|
|
|
| 233 |
|
| 234 |
|
| 235 |
|
| 236 |
-
|
| 237 |
-
|
| 238 |
-
|
| 239 |
-
|
| 240 |
-
|
| 241 |
-
|
| 242 |
|
| 243 |
|
| 244 |
|
|
|
|
| 228 |
|
| 229 |
|
| 230 |
|
| 231 |
+
# Conculation
|
| 232 |
|
| 233 |
+
This project brought together real-world data exploration, feature engineering, clustering, and predictive modeling into one complete workflow.
|
| 234 |
+
Through exploratory data analysis, I found the main factors that influence ride prices.
|
| 235 |
+
Feature engineering and clustering uncovered hidden patterns in the data and improved how the model learned.
|
| 236 |
+
I trained several regression and classification models, compared how they performed, and chose the best ones based on clear metrics.
|
| 237 |
|
| 238 |
+
Overall, this process deepened my understanding of practical machine-learning pipelines, from raw data to clear insights.
|
| 239 |
+
It also showed me the value of experimentation, iteration, and careful evaluation.
|
| 240 |
|
| 241 |
|
| 242 |
|
| 243 |
+
# Video Link: https://www.loom.com/share/6a96400976ba486c89091b9d75738884
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 244 |
|
| 245 |
|
| 246 |
|