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  • Different Word Embedding Techniques for Text Analysis

    calendar Dec 11, 2020 · 7 min read · machine learning NLP deep learning  ·
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    Different Word Embedding Techniques for Text Analysis

    Word embedding is a technique in natural language processing (NLP) where words are represented as vectors of real numbers. This allows words with similar meanings to have …

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  • How A Recurrent Neural Network Works

    calendar Oct 25, 2020 · 8 min read · deep learning machine learning NLP algorithm  ·
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    How A Recurrent Neural Network Works

    Recurrent Neural Network A recurrent neural network (RNN), is a type of neural network that can process sequential data, like text, audio, or time series data. Here's how …

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  • Different Text Cleaning Methods for NLP Tasks

    calendar May 4, 2020 · 5 min read · python programming NLP data science  ·
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    Different Text Cleaning Methods for NLP Tasks

    Cleaning text for natural language processing (NLP) tasks is an important step that can help improve the performance of your model. In this blog post, we will discuss …

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  • Different Types of Recommendation Systems

    calendar Oct 5, 2019 · 5 min read · machine learning data science  ·
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    Different Types of Recommendation Systems

    There are several different types of recommender systems, each with its own unique characteristics and applications. Some of the most commonly used types of recommender …

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  • How to Prevent Overfitting in Machine Learning Models

    calendar May 9, 2019 · 4 min read · deep learning machine learning  ·
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    How to Prevent Overfitting in Machine Learning Models

    Very deep neural networks with a massive number of parameters are very robust machine learning systems. But, in this type of huge network, overfitting is a common serious …

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  • Effective Transfer Learning - A Guide to Feature Extraction and Fine-Tuning Techniques

    calendar May 21, 2018 · 4 min read · deep learning machine learning data science  ·
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    Effective Transfer Learning - A Guide to Feature Extraction and Fine-Tuning Techniques

    Transfer learning is a technique in machine learning that allows a model trained on one task to be reused and fine-tuned for another similar task. The idea behind …

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SK Soumik

Artificial intelligence | Data Science

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