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I will create and deploy an interactive web application using Streamlit, featuring a machine learning or deep learning model and integrated visualizations

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Service Description

I offer the creation of Machine Learning and Deep Learning models, including those for image tasks (Regression, Classification) utilizing Neural Networks (MLP, ANN, CNN), and their transformation into interactive Streamlit web applications featuring graphs for straightforward data visualization. This service incorporates various techniques such as Tensors & Autograd, Dataset & DataLoader, Data Preprocessing & Augmentation, Transfer Learning, Hyperparameter Tuning (Optuna, GridSearchCV, RandomSearch), Model Evaluation (Confusion Matrix, Precision, Recall, F1-score), Cross Validation, Regularization (Dropout, BatchNorm, L2), Optimizers (SGD, Adam, RMSprop), and Loss Functions (CrossEntropy, MSE, MAE), along with models like Decision Tree, Random Forest, Gradient Boosting, and XGBoost. The development relies on tools including Python, PyTorch, Pandas, Numpy, Scikit-learn, Plotly, Seaborn, Matplotlib, Streamlit, and Tensorflow.

25.00
I will build ML / DL models without web app
1 Day Delivery
3 Revisions
  • Cost Analysis
  • Technical Architecture
  • 30 consulting minutes
50.00
I will build ML / DL models with interactive streamlit web app
2 Days Delivery
5 Revisions
  • AI Strategic plan
  • Cost Analysis
  • Model recommendations
  • Technical Architecture
65.00
I will build ML / DL models with interactive streamlit web app and plots + full source code files
4 Days Delivery
7 Revisions
  • AI Strategic plan
  • Cost Analysis
  • Model recommendations
  • Technical Architecture

About The Seller

GrandSpace
0.0 (0 Reviews)
Rate: 23.00 - 29.00 / hr