Pinned Loading

1. Computer-Vision Computer-Vision Public

   Deep Learning, Convolutional Neural Networks, Tensorflow, Keras, Digit Recognition

   HTML

2. Recommendation-Systems Recommendation-Systems Public

   Popularity-based, Collaborative Filtering, Similarity-based, Clustering-based, Matrix-Factorization, Singular Value Decomposition, Latent Features, Surprise, Hyper-parameter tuning

   HTML

3. Classification Classification Public

   Machine Learning, Supervised Learning, Ensemble Methods, XGBoost, KNN, LDA, QDA, Bagging, Logistic Regression, Feature Importance, Hyper-parameter tuning, GridSearchCV

   HTML 1 1

4. Regression Regression Public

   Machine Learning, Supervised Learning, Statistical Modelling, Homoscedasticity, p-value, Level of significance, KFold Cross-Validation

   HTML

5. Clustering Clustering Public

   Unsupervised Learning, KMeans, GMM, Hierarchical, KMedoids, DBSCAN, Segmentation, Profiling

   HTML

6. AWS-Sagemaker---deep_learning_model_tuning_and_deployment AWS-Sagemaker---deep_learning_model_tuning_and_deployment Public

   In this project, i set up a Sagemaker infrastructure to fine-tune pre-trained ResNet50 model for image classification. Employed Sagemaker profiling, debugger and hyper-parameter tuning for ML engin…

   Jupyter Notebook