Advanced Metrics Data Science Notebook
₹1500-12500 INR
Pagado a la entrega
I'm looking for a seasoned data scientist, with expert knowledge in scikit-learn, matplotlib, and jupyter notebooks. The primary goal is to develop a powerful notebook capable of calculating a range of metrics-- not only accuracy, precision, and recall, but also the ROC-AUC, Silhouette score, Davies-Bouldin Index, Calinski-Harabasz Index, Adjusted Rand Index, and Normalized Mutual Information from isolation forest models.
The specifics I'm after include:
- Developing a jupyter notebook (Python)
- Utilizing the existing isolation forest models for outlier detection
- Calculating metrics like ROC-AUC, Silhouette score, Davies-Bouldin Index, etc.
In addition to this, the notebook should present the results visually through scatter plots, confusion matrices, and histograms. Experience in data visualizations and clarity in presenting statistical data is key. This project requires a good grasp of statistical methodologies and proficiency in pycaret and scikit-learn for flawless execution.
Nº del proyecto: #37976979
Sobre el proyecto
15 freelancers están ofertando un promedio de ₹9373 por este trabajo
Hi! I am a senior data scientist, and I am interested in your project. I have worked with almost of the above-mentioned metrics for model evaluation and have ground knowledge in implementing them efficiently, moreover Más
HELLO DEAR CLIENT I have gone through your project details, and have all the required skills, and VAST EXPERIENCE.I confirm to you that the project is doable since it's within my area of EXPERTISE i.e Python (ML, DS, A Más
I have worked as a data scientist for the last 2 years of my life. Creating and evaluating models is a part of my daily tasks.
As a skilled Python developer, I am excited to offer my services to assist you with your development needs. With a deep understanding of Python programming language and its ecosystem, I am confident in my ability to de Más
Having read your project im expert in Algorithm,with graphic designer 3D Modelling 3D Animations with 3D Renderings building architect working perfectly as an electric and electronics engineering working intellectually Más
Hello, I'm an experienced data scientist proficient in scikit-learn, matplotlib, and Jupyter Notebooks. I'll develop a robust notebook to calculate various metrics and visualize results effectively. Here's my approach Más
I have Overall 6+ years of experience in the IT industry within which 5+ years in the field of Computer vision/Machine learning to implement AI based systems,incorporate clustering and classification Techniques, implem Más