Saumya Awasthi - Dataaspirant

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Posts by Saumya Awasthi

Unsupervised Learning Algorithms

<img width="300" height="180" src="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2021/01/1-Unsupervised-Learning-Algorithms.png?fit=300%2C180&ssl=1" class="attachment-medium size-medium wp-post-image" alt="Unsupervised Learning Algorithms" decoding="async" srcset="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2021/01/1-Unsupervised-Learning-Algorithms.png?w=750&ssl=1 750w, https://i0.wp.com/dataaspirant.com/wp-content/uploads/2021/01/1-Unsupervised-Learning-Algorithms.png?resize=300%2C180&ssl=1 300w" sizes="(max-width: 300px) 100vw, 300px" data-attachment-id="8593" data-permalink="https://dataaspirant.com/unsupervised-learning-algorithms/1-unsupervised-learning-algorithms/" data-orig-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2021/01/1-Unsupervised-Learning-Algorithms.png?fit=750%2C450&ssl=1" data-orig-size="750,450" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Unsupervised Learning Algorithms" data-image-description="" data-image-caption="" data-medium-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2021/01/1-Unsupervised-Learning-Algorithms.png?fit=300%2C180&ssl=1" data-large-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2021/01/1-Unsupervised-Learning-Algorithms.png?fit=690%2C414&ssl=1" />

Five Most Popular Unsupervised Learning Algorithms

January 11, 2021 Saumya Awasthi

Data Science, Machine Learning

Five Most Popular Unsupervised Learning Algorithms Today we are going to learn about the popular unsupervised learning algorithms in machine...

Linear Regression Assumptions

<img width="300" height="180" src="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Linear-Regression-Assumptions.png?fit=300%2C180&ssl=1" class="attachment-medium size-medium wp-post-image" alt="Linear Regression Assumptions" decoding="async" srcset="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Linear-Regression-Assumptions.png?w=750&ssl=1 750w, https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Linear-Regression-Assumptions.png?resize=300%2C180&ssl=1 300w" sizes="(max-width: 300px) 100vw, 300px" data-attachment-id="8296" data-permalink="https://dataaspirant.com/assumptions-of-linear-regression-algorithm/1-linear-regression-assumptions/" data-orig-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Linear-Regression-Assumptions.png?fit=750%2C450&ssl=1" data-orig-size="750,450" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Linear Regression Assumptions" data-image-description="" data-image-caption="" data-medium-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Linear-Regression-Assumptions.png?fit=300%2C180&ssl=1" data-large-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Linear-Regression-Assumptions.png?fit=690%2C414&ssl=1" />

Five Key Assumptions of Linear Regression Algorithm

December 31, 2020 Saumya Awasthi

Data Science, Machine Learning

Five Key Assumptions of Linear Regression Algorithm Nearly 80% of the people build linear regression models without checking the basic...

Support Vector Machine SVM kernels

<img width="300" height="180" src="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Support-Vector-Machine-SVM-kernels.png?fit=300%2C180&ssl=1" class="attachment-medium size-medium wp-post-image" alt="Support Vector Machine SVM kernels" decoding="async" srcset="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Support-Vector-Machine-SVM-kernels.png?w=750&ssl=1 750w, https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Support-Vector-Machine-SVM-kernels.png?resize=300%2C180&ssl=1 300w" sizes="(max-width: 300px) 100vw, 300px" data-attachment-id="7910" data-permalink="https://dataaspirant.com/svm-kernels/1-support-vector-machine-svm-kernels/" data-orig-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Support-Vector-Machine-SVM-kernels.png?fit=750%2C450&ssl=1" data-orig-size="750,450" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Support Vector Machine SVM kernels" data-image-description="" data-image-caption="" data-medium-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Support-Vector-Machine-SVM-kernels.png?fit=300%2C180&ssl=1" data-large-file="https://i0.wp.com/dataaspirant.com/wp-content/uploads/2020/12/1-Support-Vector-Machine-SVM-kernels.png?fit=690%2C414&ssl=1" />

Seven Most Popular SVM Kernels

December 17, 2020 Saumya Awasthi

Data Science, Machine Learning

Seven Most Popular SVM Kernels While explaining the support vector machine, SVM algorithm, we said we have various svm...