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Breast Cancer prediction using Ml models and Deep learning models like cnn and ann

₹1500-12500 INR

Completed
Posted over 2 years ago

₹1500-12500 INR

Paid on delivery
Basically the data set is the breast Cancer data set. -breast-cancer-wisconsin (1).data Development of a model to identify the breast cancer with high degree of precision. Need end to end project with UI interface to show the below steps . reference method [login to view URL] Result - need to compare ML models with CNN and ANN . and see if Deep learning model are better than ML models . The work-flow will follow these steps: 1. Import Data 2. Analyze data structure and statistics a. Clean Data (handle with outliers and missing values)→ EDA 3. Create Visualizations to better understand data 4. Create new features / Feature selection - Identify the best features or combination of features 5. Test dimension reduction using PCA 6. Test, measure and tune different methods • Test classifiers (e. g. XGBoot, Decision Trees, Support Vector Machine, Logistic Regression, Bayes, Also try CNN based approach, ensemble ..etc) • Test results and select some of the bests algorisms • Tune algorithms parameters 7. Deploy the model based on the optimal accuracy and other parameters . 8. Analyze results and make conclusion ML Workflow: 1. EDA and feature selection (Data preprocessing, Data Munging/ Wrangling) 2. Data Modeling - Testing with multiple models and finalizing the right model 3. Validation, Testing and optimization 4. Deployment and presentation Techniques: Classical Machine Learning, Deep Learning
Project ID: 31581704

About the project

10 proposals
Remote project
Active 3 yrs ago

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Hey there, I have been working as a AI Engineer in a leading firm for almost 3 years solving many machine learning based problem statement and generating insights out of data. I have also worked on product building so have good knowledge in web UI like dash application or CSS HTML PHP web app. I think so I will be able to deliver this complete project for you.
₹6,000 INR in 7 days
0.0 (1 review)
0.0
0.0
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I am a working AI engineer.I have already worked on the cancer dataset.I can do the project in 5 days.
₹7,000 INR in 5 days
5.0 (1 review)
1.9
1.9
10 freelancers are bidding on average ₹7,850 INR for this job
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>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>
₹12,500 INR in 7 days
5.0 (20 reviews)
5.9
5.9
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I have read your steps. I can do all steps according to your requirements. I am experience data scientist and ML engineer in python. thanks
₹10,000 INR in 3 days
4.9 (52 reviews)
5.6
5.6
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Hi, this is me Izzah, i have 4 years of experience in working with Machine learning, and done different projects. I assure you I will not disappoint you
₹6,000 INR in 6 days
5.0 (8 reviews)
3.2
3.2

About the client

Flag of INDIA
Bangalore, India
5.0
4
Payment method verified
Member since Mar 5, 2011

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