Crop Yield Prediction Using Data Science | Python & Jupyter Notebook Tutorial
Автор: AG_YouTube
Загружено: 2025-04-11
Просмотров: 261
Learn how to predict crop yields using Python and Jupyter Notebook in this hands-on tutorial! Perfect for beginners and intermediates in data science, agriculture tech, and AI.
📌 What You’ll Learn:
✅ Introduction to crop yield prediction
✅ Data preprocessing & EDA
✅ Building & training machine learning models
✅ Visualizing results with Python
✅ Real-world applications in agriculture
🧰 Tools & Technologies Used:
Python
Jupyter Notebook
Pandas, NumPy, Matplotlib, Scikit-learn
💻 GitHub Project Code:
https://github.com/Anshu-Gondi/Data-S...
⏱️ Timestamps:
00:00 - Introduction
01:10 - Loading the Dataset
01:20 - Data Preprocessing & Cleaning
08:27 - Exploratory Data Analysis (EDA)
27:50 - Building & Training the Prediction Model
32:20 - Model Evaluation
33:05 - Evaluation Metrics
34:28 - Feature Importance
36:30 - Conclusion
📢 Don’t forget to LIKE, COMMENT, and SUBSCRIBE for more tutorials!
#cropyieldprediction#DataScience #PythonTutorial #JupyterNotebook #AgricultureTech #MachineLearning #FarmTech #PredictiveAnalytics #AIInAgriculture #PythonForBeginners #AG_Youtube
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