Appropriate Crop Recommended System for Cultivation using IoT and ML

The data was gathered over the past 5 years (2017 to 2022)
of agricultural data from the websites of the Bangladesh
Agricultural Research Institute and NASA. There are
roughly 3,000 records for nine different crops. Temperature,
humidity, and rainfall are all included in the crop-suggested
information.
The databases contain crop data from all of Bangladesh.
Several different types of crops are grown in Bangladesh. It is
challenging to analyse every crop variety. Therefore, we have
done the top 9 crops that are grown extensively. When it comes
to preprocessing, all the data are transformed into numerical data. A similar procedure was used for fertilizer data.
List of crops considered:
• Maize
• Strawberry
• Wheat
• Potato
• Banana
• Mango
• Jute
• Pineapple
• Sugercane