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Chirag Goyal

Chirag Goyal

Author: since 19 Mar, 2021 Article: 82 Claps: 606

I am a B.Tech. student (Computer Science major) currently in the pre-final year of my undergrad. My interest lies in the field of Data Science and Machine Learning. I have been pursuing this interest and am eager to work more in these directions. I feel proud to share that I am one of the best students in my class who has a desire to learn many new things in my field.

Writes on Python Python Machine Learning NLP Statistics Text Algorithm Deep Learning Interview Prep Maths Programming Data Science Interviews Interviews Structured Data Technique Listicle Project Data Cleaning Probability Supervised Unstructured Data Intermediate Classification Data Exploration Linear Regression Regression Unsupervised Word Embeddings Clustering Computer Vision Education Image Analytics Vidhya Artificial Intelligence Autoencoder AWS Bias and Variance Cloud Computing Core ML Data Engineering Data Mining Database Datasets Github Job Roles Libraries Pandas Profile Building SQL Uncategorized BeginnerAdvanced More
  • Advanced NLP Project Python Python

    Part 10: Step by Step Guide to Master NLP – Named Entity Recognition

    In this article, we will deep dive into the entity extraction technique - Named Entity Recognition, which is very useful the pipeline of NLP

    Chirag Goyal 23 Jun, 2021
    Part 10: Step by Step Guide to Master NLP – Named Entity Recognition
  • Advanced NLP Project Python Python

    Part 9: Step by Step Guide to Master NLP – Semantic Analysis

    We will discuss on Semantic analysis, which is a level of the NLP tasks, and see all the important terminologies or concepts in this analysis

    Chirag Goyal 23 Jun, 2021
    Part 9: Step by Step Guide to Master NLP – Semantic Analysis
  • Beginner Data Science NLP Python Python

    Part 8: Step by Step Guide to Master NLP – Useful Natural Language Processing Tasks

    In this part of this blog series, we will discuss some of the very useful Natural Language Processing Tasks such as Text classification

    Chirag Goyal 12 Nov, 2024
    Part 8: Step by Step Guide to Master NLP – Useful Natural Language Processing Tasks
  • Data Science Intermediate NLP Python Python

    Part 7: Step by Step Guide to Master NLP – Word Embedding in Detail

    In this article, firstly we will discuss the co-occurrence matrix, we will be discussing new concepts related to the Word embedding

    Chirag Goyal 12 Nov, 2024
    Part 7: Step by Step Guide to Master NLP – Word Embedding in Detail
  • Beginner Data Cleaning NLP Python Python

    Part 6: Step by Step Guide to Master NLP – Word2Vec

    This article is part of an ongoing blog series on Natural Language Processing (NLP).we will discuss the recent word-era embedding techniques.

    Chirag Goyal 12 Nov, 2024
    Part 6: Step by Step Guide to Master NLP – Word2Vec
  • Beginner Data Cleaning Machine Learning NLP Python

    Part 5: Step by Step Guide to Master NLP – Word Embedding and Text Vectorization

    In this article, we will understand the Word Embeddings in NLP with their types and discuss the techniques of Text Vectorization

    Chirag Goyal 07 Apr, 2025
    Part 5: Step by Step Guide to Master NLP – Word Embedding and Text Vectorization
  • Beginner Data Cleaning NLP Python Python

    Part 4: Step by Step Guide to Master NLP – Text Cleaning Techniques

    In this article, we will first discuss some text cleaning techniques useful in Natural language processing tasks and then lemmatization.

    Chirag Goyal 22 Jun, 2021
    Part 4: Step by Step Guide to Master NLP – Text Cleaning Techniques
  • Algorithm Beginner Deep Learning Technique

    Complete Guide to Prevent Overfitting in Neural Networks (Part-2)

    In this article we will cover the following techniques to prevent Overfitting in neural networks: DropoutEarly, Stopping and Weight Decay.

    Chirag Goyal 22 Aug, 2023
    Complete Guide to Prevent Overfitting in Neural Networks (Part-2)
  • Algorithm Beginner Deep Learning

    Complete Guide to Gradient-Based Optimizers in Deep Learning

    In this article, we’ll explore the world of gradient-based optimizers for deep learning models, such as gradient descent.

    Chirag Goyal 25 Oct, 2024
    Complete Guide to Gradient-Based Optimizers in Deep Learning
  • Beginner Deep Learning

    Complete Guide to Prevent Overfitting in Neural Networks (Part-1)

    To prevent Overfitting, there are a few techniques that can be used. In this article, we will be discussing the different techniques to avoid overfitting the model.

    Chirag Goyal 12 Jun, 2021
    Complete Guide to Prevent Overfitting in Neural Networks (Part-1)

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