Crop Yield Prediction based on Indian Agriculture using Machine Learning (Python) 2022 - 2023
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- čas přidán 29. 12. 2021
- hi,
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to see complete project demo click next link : • Crop Yield Prediction ...
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For code and dataset and also for any help and support please contact the below given information
8088605682(includes WhatsApp) (100% guaranteed respoense)
Revolutionizing Agriculture with Comprehensive Data Science Projects: A 100% Accomplished Journey in ML and Deep Learning
Embarking on an ambitious venture into the agricultural domain, we present a pioneering data science initiative that promises to reshape the landscape of crop yield prediction. Employing cutting-edge machine learning techniques and grounded in Python programming, we have ingeniously formulated an approach to predict crop yield with unparalleled accuracy. Drawing inspiration from authoritative sources like the IEEE, our methodology underscores its reliability and innovation.
The context of Indian agriculture is paramount - an essential occupation fraught with challenges of inadequate remuneration. However, our innovative machine learning framework offers the potential to metamorphose this scenario. By capitalizing on crucial variables such as nutrient levels (NPK), soil types, and pertinent environmental factors, we have masterfully crafted a model that predicts the most favorable crop outcomes. Guided by the tenets of the IEEE paper, our project takes root in the understanding that data-driven solutions can empower farmers to optimize their crop choices, thereby augmenting yields and income.
Central to our pursuit is the augmentation of income streams for farmers, fundamentally altering their prospects. Leveraging the prowess of machine learning, we stand poised to offer a profound impact on the agricultural sector. Through a meticulous comparison of various machine learning methodologies using the metric of mean absolute error, our project attains robustness. It functions as a beacon of informed decision-making for farmers, empowering them to discern the optimal crops to cultivate based on a dynamic range of factors, encompassing meteorological parameters, land area, and precipitation patterns.
In conclusion, our data science odyssey is poised to revolutionize the agricultural sphere, as we harness the potential of machine learning and deep learning paradigms. By offering predictive insights into crop yield, we aspire to catalyze transformative change for farmers, enabling them to make informed choices and thereby significantly enhancing their crop yields and overall income.
Base Paper reffered are:
ieeexplore.ieee.org/document/...
www.sciencedirect.com/science...
www.ijert.org/crop-yield-pred...
www.researchgate.net/publicat...
www.frontiersin.org/articles/...
www.nature.com/articles/s4159...
iopscience.iop.org/article/10...
Dataset(This is one of the source )
www.kaggle.com/srinivas1/agri...
proramming language : Python
Algorithm used: Random Forest(further update with multiple models and compare them)
Accuracy :More then 95% test Accuracy(and training accuracy)
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Great sir❤👍
Video is very helpful
Very interactive and helpfull
Glad you liked it
This is great!
thank you
Thank you sir for such a useful video lecture on prediction .... I m also working on prediction using ML, if possible can you please provide me adataset and code? thanking you in advance
Very nice
Thank you
Thank you so much Sir for helping me with dataset🙏 I am from punjab and i really appreciate the way you helped me in providing the dataset regarding Punjab state.
Thank you
Did u get the dataset?
hey can you send me the dataset or can you please share their contact details?
best tutorial i have come across
Thank you
Brother how can i use this in my project i have little knowledge on AI. i am identifyig land suitability for maize production by using artificial neural network, but i am really struggling on the "How i can do it". My end result is Suitability Map.
Congratulation to you for making a video with useful information for a beginner of AI. I also wish to do hands on practice. Could you please provide me the data set for Punjab State.
Please contact to 8088605682
can i have the dataset? it will help me alot on my final year project thank you in advanced.
Sir, may I please know how did u make the dataset?
thanks sir'
please send dataset and where you get this data set
Please contact us@ 8088605682(includes watsapp)
@@smartaitechnologies7612 ok sir
Sir the video was just fantastic, Thanks a lot and it would be very helpful if you share the code and dataset.
sure.please contact us to 8088605682(includes watsapp)
@@smartaitechnologies7612 code and dataset plz
I message many times but wouldn't respond
I have never come across such a constructive lecture as this! Thanks alot...sir my dissertation topic is for on developing numerical model for Leaf area index using python...can you help and provide some data sets on this?
Thank you
Contact us @ 8088605682(includes watsapp)
Or.
www.smartaitechnologies.com
Please,do you have the dataset
Hello Sir, Can you please provide me dataset ? It will be really helpful.
Do you have dataset of Orissa, Jharkhand, West Bengal and Chattisgarh? If so, please share.
This is a great video, very helpful and informative pls can I have access to the code as well as the datasets for this project, thanks in advance
Please contact 8088605682
Could you please provide me the dataset for my project work
Hey can you please provide dataset and guide how to make this project?
Sir ur explanation is very informative..I'm doing my phd in crop yield prediction using ML and DL..can you provide this dataset...
We can provide you more details please contact us @. 8088605682
This was a useful tutorial indeed. Even I am working on one of a kind and would be very useful for me if you can assist me with the dataset and the code. Thanking you in advance.
Sir if u have the dataset could u plz help me. I am a college student. I need ur help very much
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
Thank you for sharing your knowledge. I am making a prediction analysis for my thesis. Could you send me this dataset? I am looking forward to your reply.
please contact us at 8088605682 (includes watsapp we will help you)
Thank you, sir, for such an excellent explanation. Please provide me the whole code with a data set. I will wait for your kind response.
hi,sure we will share it you can contact our team @8088605682 watsapp .
Hello sir ..i really need ur help sir with this topic actually im very overwhelmed with this thesis work ..can u please sujjest mi with this topic actually my topic is crop production and yeild prediction using machine learning
Sir I applied command to convert object into int type using dummies but my data converted to True/False instead of 0 and 1. What is the reason?
please contact us at 8088605682 (includes watsapp we will help you)
Please provide the data set
Dear Sir,
I am also working with Rice yield prediction. Because I don't have much experience with ML, I need to see what kind of data is needed and how to design the model. If you provide me your data and model, I can practice and have experience with how to predict yield. I am providing my email adress, please send me the code and data set (Model)
Sir, this was the nice area of machine learning in the field of agriculture. can u please provide the data set
Sure.
Contact us at 8088605682. Or
Visit :www.smartaitechnologies.com
Did u get the dataset.
Sir can you provide the dataset,i need this dataset for my project work
Provide dataset
This is very helpful for me to do the prediction, if possible can you please provide me a dataset and code?
yes sure please contact us to 8088605682
Hi, did you get the dataset?
What you want to do? the output as per title is missing. Actually give us example that Particular month, Particular Temperature show the Prediction of yield
this was first part of it.web application using flask as server side framework is done.i think i didnt upload it yet.
you can be litlle bit more polite i think.
thank you
Sorry, If any of my word heart you.
I just wanted to check the real example on this data set.
@@modernfisheries 😊
hi sir , we are working on rice yield prediciton using ml and dl . We are looking for indian origin dataset. Can you help us in that?
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
ok thank-you.can help only maize yield prediction dataet?
ok.we will help you .
please can you contact to 8088605682(includes watsapp)
or
www.smartaitechnologies.com/
sir but u missed the main characteristic feature for crops , that is rainfall
Yes,we need to update the dataset.
please can you provide me the code. i need my collage project please give it.
Thank you sir, Could you please provide me codes.
please contact us at 8088605682 (includes watsapp we will help you)
This would be very much helpful if you provide the code and datasets.
please contact us we will share the data
This was such a detailed and modulated explaination. Thank you,sir! Also it would be of great help if i code get the code and dataset too. To my email
Contact 8088605682(included watsapp)
Hlo mam
Did u get the dataset. Could you please help me🥺
Sir, my dissertation topic is crop yield prediction where I am using Random Forest and Decision Trees for the prediction. Can you please provide me the dataset?
hi could u get me if u got
Hello, can we collaborate?
Hey Aditya I'm working on crop yield as well, could we discuss?
Hlo guys. Did u complete your work. Could u plz provide the data set. Please🥺
@@VishalManiyal🥺 could you help me
Guide to build Data set
can you please contact us 8088605682 we will help you
Why can't we predict production,since yield is production per unit area.
you can .it depends on you requirement.
Please can you provide me the code. It would be very helpful.
ok contact us 8088605682
Please give dataset
Please contact 8088605682.it includes watsapp
pls provide dataset sir , it would be very helpful .
hi,yes sure i will provide it please contact our team @ 8088605682(includes watsapp)
@@smartaitechnologies7612 tq very much sir
@@durgasaigogi7620 bro can you send me dataset?
@@BHARATHREDDY1919 do you have this dataset?
@@varunchitale6646 no bro
which dataset are u using
please contact us at 8088605682 (includes watsapp we will help you)
Please send data set link
please contact us at 8088605682 (includes watsapp we will help you)
can you plz share the dataset and code. it would be helpful
c.shorte.be/L/39301ply
visit this link you will get it
@@smartaitechnologies7612 link is not working
@@GodL_Pratham contact 8088605682 (includes watsapp)
Is this possible by CNN algorithm?
Yes it could be done
how to predict the next years yield
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
I downloaded the dataset from kaggle .How you have merged the dataset .
using pandas .
import them separatelly and concatenate them.
Could you please provide the dataset used here
please contact us at 8088605682 (includes watsapp we will help you)
could you please provide me the finalized dataset.
you can contact us @ 8088605682 we will help you
c.shorte.be/L/39301ply
visit above link
Could u please send me the dataset and code related to it
Sure you can contact us 8088605682
Visit: smartaitechnologies.com
hi. can you please share the dataset?
yes,we will please share your email or contact us @ 8088605682(watsapp)
Could you provide the dataset link
i am also want it
Sir, please send the dataset and the code, such that it will be helpful for my research
Ok
@@smartaitechnologies7612 please provide code and dataset
Contact us 8088605682 (watsapp)
@@venkatreddy86 hello what is your area of research?
@@MsAshig machine learning
Bro I am working with the similar project
Can You send the dataset, and source code please
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
I want data set
please contact us at 8088605682 (includes watsapp we will help you)
hello i want to predict raw soyabean price help me to work uding python
Hi,we will help you.
You can contact 8088605682
can I get the dataset sir
please contact us at 8088605682 (includes watsapp we will help you)
Can i get the code and Dataset sir
sure,you can contact us @ 8088605682(includes watsapp)
or
visit : www.smartaitechnologies.com/
Hey,can I have the dataset
please contact us at 8088605682 (includes watsapp we will help you)
where can i get the dataset
contact us @ 8088605682
hi can I get the dataset ?
please contact us at 8088605682 (includes watsapp we will help you)
I want this dataset. Please tell me what I need to ?
did you get the dataset
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
Could you please provide me the code and dataset. It would be very helpful.
contact 8088605682
@@smartaitechnologies7612 Thanks
@@smartaitechnologies7612 Hello can you share it with me ? Please?
@@sandylorenatraucosalazar1756 contact us @ 8088605682(includes watsapp)
@@smartaitechnologies7612 I just wrote to your whatsapp
Where is the code sir and how to run it
hi,you can write code from video help.but if you need dataset please do contact us @ 8088605682(watsapp).or share your email .
Please provide me a data set and code...
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
I am also working on same project , can i get the code?
please contact us at 8088605682 (includes watsapp we will help you)
Please provide data set and code
yes,we will please share your email or contact us @ 8088605682(watsapp)
Can you help me with the project I need for college project last year ...? @Smart AI Technologies
yes sure please once contact us to 8088605682
Hello Sir Please Provide me Dataset
sure but how if you provide your email or contact us through watsapp 8088605682 we can support you.
i want dataset please provide me
sure,please provide us your email or watsapp us @8088605682
Please send dateset and code
Can you contact to 8088605682(includes watsapp)
I want databse
yes,we will please share your email or contact us @ 8088605682(watsapp)
provde dataset and code
did you get the dataset??
if ,yes please forward it to me
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
sir can u provide me a dataset
please contact our team @ 8088605682 (includes watsapp ) for further support
Good day, I am working thank you for tutorial. I am working on a project of this very type. Can you email me the code and dataset please. Thank you.
HI,
AFTER PROVIDING ALL CONTENT FOR FREE TO EVERYONE FOR 2 YEARS NOW WE GIVE PAID SERVICE WHERE WE WILL HELP YOU OVER YOUR WORK .
PLEASE CONTACT US @ 8088605682
Sir the video was just fantastic, Thanks a lot and it would be very helpful if you share the code and dataset to my email
sure,please provide us your email or contact us @8088605682 (watsapp) we will help you.
Please send data set link
please contact us at 8088605682 (includes watsapp we will help you)
could you please provide me the dataset and the whole code
Yes contact us @ 8088605682