Bhavishya Pandit - Dataaspirant

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Posts by Bhavishya Pandit

Popular Dimensionality Reduction Techniques

<img width="300" height="169" src="https://dataaspirant.com/wp-content/uploads/2023/04/1-6-300x169.png" class="attachment-medium size-medium wp-post-image" alt="Popular Dimensionality Reduction Techniques" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2023/04/1-6-300x169.png 300w, https://dataaspirant.com/wp-content/uploads/2023/04/1-6-1024x576.png 1024w, https://dataaspirant.com/wp-content/uploads/2023/04/1-6-768x432.png 768w, https://dataaspirant.com/wp-content/uploads/2023/04/1-6-1536x864.png 1536w, https://dataaspirant.com/wp-content/uploads/2023/04/1-6.png 1920w" sizes="(max-width: 300px) 100vw, 300px" />

Popular Dimensionality Reduction Techniques Every Data Scientist Should Learn

April 26, 2023 Bhavishya Pandit

Machine Learning

Have you ever encountered the term "Dimensionality Reduction Techniques" and skipped it, thinking it's too complicated?Fear not! You should only...

Loss Functions in Deep Learning

<img width="300" height="169" src="https://dataaspirant.com/wp-content/uploads/2023/04/1-2-300x169.png" class="attachment-medium size-medium wp-post-image" alt="Loss Functions in Deep Learning" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2023/04/1-2-300x169.png 300w, https://dataaspirant.com/wp-content/uploads/2023/04/1-2-1024x576.png 1024w, https://dataaspirant.com/wp-content/uploads/2023/04/1-2-768x432.png 768w, https://dataaspirant.com/wp-content/uploads/2023/04/1-2-1536x864.png 1536w, https://dataaspirant.com/wp-content/uploads/2023/04/1-2.png 1920w" sizes="(max-width: 300px) 100vw, 300px" />

A Comprehensive Guide to the 7 Key Loss Functions in Deep Learning

April 17, 2023 Bhavishya Pandit

Welcome to the world of deep learning to learn about the popular loss functions which were predominantly used in deep...

Four Most Popular Data Normalization Techniques

<img width="300" height="169" src="https://dataaspirant.com/wp-content/uploads/2023/03/1-12-300x169.png" class="attachment-medium size-medium wp-post-image" alt="Four Most Popular Data Normalization Techniques" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2023/03/1-12-300x169.png 300w, https://dataaspirant.com/wp-content/uploads/2023/03/1-12-1024x576.png 1024w, https://dataaspirant.com/wp-content/uploads/2023/03/1-12-768x432.png 768w, https://dataaspirant.com/wp-content/uploads/2023/03/1-12-1536x864.png 1536w, https://dataaspirant.com/wp-content/uploads/2023/03/1-12.png 1920w" sizes="(max-width: 300px) 100vw, 300px" />

Four Most Popular Data Normalization Techniques Every Data Scientist Should Know

April 3, 2023 Bhavishya Pandit

Machine Learning

Have you ever tried to train a machine learning model with raw data and ended up with suboptimal results? Or, have...

Chi-Square Test

<img width="300" height="169" src="https://dataaspirant.com/wp-content/uploads/2023/03/1-6-300x169.png" class="attachment-medium size-medium wp-post-image" alt="Chi-Square Test" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2023/03/1-6-300x169.png 300w, https://dataaspirant.com/wp-content/uploads/2023/03/1-6-1024x576.png 1024w, https://dataaspirant.com/wp-content/uploads/2023/03/1-6-768x432.png 768w, https://dataaspirant.com/wp-content/uploads/2023/03/1-6-1536x864.png 1536w, https://dataaspirant.com/wp-content/uploads/2023/03/1-6.png 1920w" sizes="(max-width: 300px) 100vw, 300px" />

Chi-Square Test: Your Secret Weapon for Statistical Significance

March 27, 2023 Bhavishya Pandit

Do you want to know if your data is statistically significant and working, especially on categorical data, then Chi-Square Test...

Ultimate Guide For Central Limit Theorem

<img width="300" height="193" src="https://dataaspirant.com/wp-content/uploads/2023/03/1-2-300x193.png" class="attachment-medium size-medium wp-post-image" alt="Ultimate Guide For Central Limit Theorem" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2023/03/1-2-300x193.png 300w, https://dataaspirant.com/wp-content/uploads/2023/03/1-2.png 700w" sizes="(max-width: 300px) 100vw, 300px" />

Ultimate Guide For Central Limit Theorem

March 9, 2023 Bhavishya Pandit

If maths is the magician, then the central limit theorem is like a magic trick that happens when you add...

Single Value Decomposition (SVD) In machine

<img width="300" height="193" src="https://dataaspirant.com/wp-content/uploads/2023/02/1-2-300x193.png" class="attachment-medium size-medium wp-post-image" alt="Single Value Decomposition (SVD) In machine" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2023/02/1-2-300x193.png 300w, https://dataaspirant.com/wp-content/uploads/2023/02/1-2.png 700w" sizes="(max-width: 300px) 100vw, 300px" />

How to Use Singular Value Decomposition (SVD) In machine Learning

February 28, 2023 Bhavishya Pandit

How many times you heard singular value decomposition and skipped the article because of the complex mathematical terms?This time you...

Bag of words

<img width="300" height="180" src="https://dataaspirant.com/wp-content/uploads/2021/01/1-Bag-of-words-300x180.png" class="attachment-medium size-medium wp-post-image" alt="Bag of words" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2021/01/1-Bag-of-words-300x180.png 300w, https://dataaspirant.com/wp-content/uploads/2021/01/1-Bag-of-words.png 750w" sizes="(max-width: 300px) 100vw, 300px" />

How Bag of Words (BOW) Works in NLP

January 18, 2021 Bhavishya Pandit

Data Science, Natural Language Processing

In this article, we are going to learn about the most popular concept, bag of words (BOW) in NLP, which...

K-means Clustering

<img width="300" height="180" src="https://dataaspirant.com/wp-content/uploads/2020/12/1-K-means-Clustering-300x180.png" class="attachment-medium size-medium wp-post-image" alt="K-means Clustering" decoding="async" srcset="https://dataaspirant.com/wp-content/uploads/2020/12/1-K-means-Clustering-300x180.png 300w, https://dataaspirant.com/wp-content/uploads/2020/12/1-K-means-Clustering.png 750w" sizes="(max-width: 300px) 100vw, 300px" />

How K-Means Clustering Algorithm Works

December 10, 2020 Bhavishya Pandit

Data Science, Machine Learning

K-means clustering is one of the most widely recognized and utilized algorithms in the realm of unsupervised machine learning. With...