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

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

Beceriler: Machine Learning (ML), Deep Learning, Python

Daha fazlasını gör: breast cancer detection using deep learning, breast cancer prediction using python, breast cancer prediction using machine learning github, breast cancer prediction using python github, breast cancer detection using machine learning github, breast cancer detection using machine learning, breast cancer classification using machine learning, matlab code for breast cancer detection using neural networks, breast cancer prediction using deep learning, breast cancer prediction python code, lung cancer prediction using machine learning, breast cancer detection using matlab source code, breast cancer detection using image processing, text summarization using unsupervised deep learning, fake news detection on social media using geometric deep learning, identification of 12 cancer types through genome deep learning, breast cancer detection using mammograms, airline delay prediction using supervised machine learning, 7.1 final assessment breast cancer prediction project verified learners only, breast cancer prediction using machine learning ppt

İşveren Hakkında:
( 4 değerlendirme ) Bangalore, India

Proje NO: #31581704

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pshdadlani

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 Daha Fazla

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sumitkbhowmick

I am a working AI engineer.I have already worked on the cancer dataset.I can do the project in 5 days.

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Bu iş için 10 freelancer ortalamada ₹7850 teklif veriyor

aminbros

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qaisrani123

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

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sramireddy065

⚡️⚡️⚡️Kaggle Competition Master⚡️⚡️⚡️Hi I have seen your project requirements , I am looking to discuss further with you Hope we will meet soon to discuss further ⚡️⚡️⚡️ ⚡️⚡️Coming to me, I'm a Data scientist , NLP ex Daha Fazla

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IzzahSalam11

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

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KalaniHasantha

Hi, I have 5 year industry experience in machine learning and currently I am following MSc in Artificial Intelligence.I have completed many machine learning ,deep learning and computer vision projects. I am sure I can Daha Fazla

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krishnareddy613a

Currently,I am working on the [login to view URL],I think I will be best suited for this moreover,I have good experience on tensorflow.

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mdldev

Hello Dear, I hope that you are doing well. I have reviewed your job a and I feel, I am a perfect match for the job. I have more than 2 years of experience in machine and deep learning field. I have multiples designed Daha Fazla

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