Presentation

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[Audio] MEET THE TEAM NuwangaWijamuni IT1909112 R.M. TharinduUdayanga IT20155698 L.M. Dilanka Rajapakse IT20019518 D.P.Chamadi.H. Pathirana IT20161088 P.N.I Gimasha Nelumdeniya IT20161088.

[Audio] Reasons to present up with a faster method to test Diabetes • About 422 million people worldwide have diabetes ,and 1.5 milliondeaths are directly attributed to diabetes each year. • What people normally do is testing via a doctor appointment whether they may get diabetes or not. • But we found a new and easy method for predicting diabetes. • So, patients can move to necessary treatments quickly. • This testing method is specially implemented for pregnant women. • So this will be a huge help to recognize diabetes and treat them as necessary then it will also reduce the other side effects that can appear because of diabetes..

[Audio] Technologies and Tools. . . Technologies and Tools.

[Audio] How to use – Step by Step • First input number of pregnancies. • Then input your glucose level, blood pressure value, skin thickness value, insulin level, BMI value and Diabetes pedigree function value in relevant fields. • Then last input your age. • Then click the Diabetes Test Result button and it will show the diabetic prediction. • This UI will also show you some ways to prevent diabetes..

[Audio] Challenges • Find a good accuracy model ( SVM , Logistic Regression , Liner Regression, Random Forest Learning) • Find Good Useability data set( 8.00- 10.00) • When find the model according to data set and output type • When the Data Preprocessing • Selecting a Packages • Cluster Analyst.

[Audio] Improvement • Implement a Chat Bot • Advance UI/ UX • Using a Advance ML Algorithm • Using a Advance Data Set.

[Audio] Why this is very useful? Normally people have to go to hospital and need to check whether he or she has diabetic or not. But from this method without going to a doctor , you can enter your details and find out if you have diabetics or not. This method is specially for pregnant women . So that way they can know if there is a risk of developing diabetics or not.

[Audio] Is that all? No, Can Lead to improved treatments Effective blood sugar management can reduce the risk of eye disease, kidney disease and nerve disease by 40[ break]% Blood Pressure Management can reduce the risk of heart disease and stroke by 33% to 50%. About 1% to 2% of pregnant womenhave type 1 or type 2 diabetics and about 6% to 9% of pregnant women developgestational diabetics. Managingdiabetics can helpthem have a healthy pregnancy and a healthy baby. To manage diabetics better optionis the " Diabetic Prediction Web App"..