├── Distribution-Questions.md ├── Machine Learning Algorithms ├── Classification Algos │ └── classification_algos.md ├── Clustering Algos │ └── clustering.md ├── Regresion Algos │ ├── image.png │ └── regression_algos.md └── images │ ├── enet.jpg │ ├── hard_soft_svm.jpeg │ ├── lasso-1.jpg │ ├── linear-1.jpg │ ├── linear-loss.jpg │ ├── logloss.jpg │ └── ride.jpg ├── README.md ├── Stats-Top-100-Interview-Questions.md └── images ├── data_science_topics.JPG └── image.png /Distribution-Questions.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Distribution-Questions.md -------------------------------------------------------------------------------- /Machine Learning Algorithms/Classification Algos/classification_algos.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/Classification Algos/classification_algos.md -------------------------------------------------------------------------------- /Machine Learning Algorithms/Clustering Algos/clustering.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/Clustering Algos/clustering.md -------------------------------------------------------------------------------- /Machine Learning Algorithms/Regresion Algos/image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/Regresion Algos/image.png -------------------------------------------------------------------------------- /Machine Learning Algorithms/Regresion Algos/regression_algos.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/Regresion Algos/regression_algos.md -------------------------------------------------------------------------------- /Machine Learning Algorithms/images/enet.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/images/enet.jpg -------------------------------------------------------------------------------- /Machine Learning Algorithms/images/hard_soft_svm.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/images/hard_soft_svm.jpeg -------------------------------------------------------------------------------- /Machine Learning Algorithms/images/lasso-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/images/lasso-1.jpg -------------------------------------------------------------------------------- /Machine Learning Algorithms/images/linear-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/images/linear-1.jpg -------------------------------------------------------------------------------- /Machine Learning Algorithms/images/linear-loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/images/linear-loss.jpg -------------------------------------------------------------------------------- /Machine Learning Algorithms/images/logloss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/images/logloss.jpg -------------------------------------------------------------------------------- /Machine Learning Algorithms/images/ride.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Machine Learning Algorithms/images/ride.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/README.md -------------------------------------------------------------------------------- /Stats-Top-100-Interview-Questions.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/Stats-Top-100-Interview-Questions.md -------------------------------------------------------------------------------- /images/data_science_topics.JPG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/images/data_science_topics.JPG -------------------------------------------------------------------------------- /images/image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sghosh1999/Interview-Questions-Data-Scientist-Positions/HEAD/images/image.png --------------------------------------------------------------------------------