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Deepak

Deepak

Author: since 11 Jun, 2021 Article: 12 Claps: 12

Writes on NLP Machine Learning Python Python Model Deployment Beginner Cloud Computing Data Engineering Deep Learning Docker Intermediate Programming AWS Classification Data Science Datasets Github MLops Profile Building Project PyTorch Text Advanced More
  • Beginner NLP Python Python

    Custom Named Entity Recognition using spaCy v3

    In this article, you will learn to develop custom named entity recognition which helps to train our custom NER pipeline using spacy v3.

    Deepak 14 Oct, 2024
    Custom Named Entity Recognition using spaCy v3
  • Datasets Intermediate NLP Python Python

    Fine-tune BERT Model for Named Entity Recognition in Google Colab

    This blog will learn how to Fine-tune a Pre-trained BERT model for the Named Entity Recognition task using HuggingFace Trainer API.

    Deepak 08 Jun, 2022
    Fine-tune BERT Model for Named Entity Recognition in Google Colab
  • Deep Learning MLops NLP PyTorch

    HuggingFace Transformer Model Using Amazon Sagemaker

    In this article, you will learn how to use Amazon Sagemaker to train and deploy a HuggingFace Transformer Model.

    Deepak 05 Jan, 2022
    HuggingFace Transformer Model Using Amazon Sagemaker
  • Advanced Deep Learning NLP

    Hugging Face Transformers Pipeline Functions | Advanced NLP

    This blog post will learn how to use the hugging face transformers functions to perform prolonged Natural Language Processing tasks.

    Deepak 05 Jan, 2022
    Hugging Face Transformers Pipeline Functions | Advanced NLP
  • Advanced Classification NLP Python Python

    Fine-tune BERT Model for Sentiment Analysis in Google Colab

    Learn how to implement BERT for sentiment analysis, from understanding the model and tokenizer to training and testing with sample data.

    Deepak 14 Nov, 2024
    Fine-tune BERT Model for Sentiment Analysis in Google Colab
  • Beginner Data Science Github

    How to maintain your GitHub Profile?

    This blog focuses on developing your GitHub profile. Why it is important to have it? And how you can maintain it?

    Deepak 13 Dec, 2021
    How to maintain your GitHub Profile?
  • Advanced Cloud Computing

    A Step by Step Guide to Create a CI/CD Pipeline with Google Cloud Services

    In this article, we go through the Step by Step Guide to Create a CI/CD Pipeline with Google Cloud Services for data science tasks

    Deepak 01 Aug, 2021
    A Step by Step Guide to Create a CI/CD Pipeline with Google Cloud Services
  • Advanced AWS Cloud Computing Machine Learning Model Deployment

    A Step by Step Guide to Create a CI/CD Pipeline with AWS Services

    In this article, we will learn about how to create a CI/CD Pipeline using AWS Services: AWS CodeCommit, CodeBuild, Pipeline, ECS & Fargate.

    Deepak 15 Jul, 2021
    A Step by Step Guide to Create a CI/CD Pipeline with AWS Services
  • Advanced Data Engineering Docker Machine Learning Model Deployment

    Deploying Machine learning Application on AWS Fargate

    In this article, we will learn how to run/deploy containerized machine learning application on AWS Fargate, serverless service of AWS cloud

    Deepak 26 Jun, 2021
    Deploying Machine learning Application on AWS Fargate
  • Advanced Data Engineering Docker Machine Learning Model Deployment

    Containerized Your Machine Learning WorkFlow With Docker : A Hands-on Guide

    In this article, We will containerize a machine-learning application using docker and will push the created Docker image to DockerHub.

    Deepak 24 Jun, 2021
    Containerized Your Machine Learning WorkFlow With Docker : A Hands-on Guide

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