approachData
Artificial Intelligence
Detecting Cancer Growth Using AI and Computer Vision Introduction Methodology and Approach Data Collection and Preprocessing Model Training Inference Concluding remarks
AI for social good: applications in medical imagingThis model integrated in existing workflow of pathologists can act an assistive tool, and may be of high clinical relevance especially in organizations with limited resource capabilities,...
Artificial Intelligence
List of topics it is best to know for practical Machine Learning approach… Data mining framework: Tools: Visualisation Libraries: Evaluation metric: Model Hubs/Zoo: Hyperparameter Tuning: Outlier Detection: Resampling: EDA: Cross Validation: Feature Engineering: Feature selection: Ensemble Methods: Dimensionality...
CRISP-DMSEMMAAnaconda/minicondaStreamlitJupyter NotebooksMLflowWeights & Biasescomet.mlMatplotlibSeabornPlotlyPivotTable.js-Accuracy- Precision (P)- Recall (R)- F1 rating (F1)- Area under the ROC (Receiver Operating Characteristic) curve - Log loss- Precision at k (P@k)- Average precision at k (AP@k)- Mean average precision...
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