Are there any invasive plant species?
Reading Time: 4 minutes Here you go the Kaggle overview of the competition I played with in this last week or so: “Tangles of… Read More »Are there any invasive plant species?
Given a picture, would you be able to identify which camera took it?
Reading Time: 7 minutes [Link to Jupyter Notebook] “Finding footage of a crime caught on tape is an investigator’s dream. But even with crystal… Read More »Given a picture, would you be able to identify which camera took it?
Ship or iceberg, can you decide from space?
Reading Time: 2 minutes Statoil/C-CORE Iceberg Classifier Challenge Quoting the Kaggle website: “Drifting icebergs present threats to navigation and activities in areas such as… Read More »Ship or iceberg, can you decide from space?
Recommendation Engines
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Recommendation Engines
Principal Component Analysis
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Principal Component Analysis
Bridging Recommender Systems and Dimensionality Reduction
Reading Time: 18 minutes All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Bridging Recommender Systems and Dimensionality Reduction
K-means Clustering
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »K-means Clustering
Support Vector Machines
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Support Vector Machines
The Bias v.s. Variance Tradeoff
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »The Bias v.s. Variance Tradeoff
Pythonic Neural Networks
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Pythonic Neural Networks