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Prateek joshi

Prateek joshi

Author: since 29 Sep, 2015 Article: 29 Claps: 1245

Data Scientist at Analytics Vidhya with multidisciplinary academic background. Experienced in machine learning, NLP, graphs & networks. Passionate about learning and applying data science to solve real world problems.

Writes on Python Python Unstructured Data Technique NLP Intermediate Text Project Advanced Supervised Unsupervised Machine Learning Algorithm Deep Learning Graphs & Networks Beginner Classification Computer Vision Image Libraries Data Science Sequence Modeling Social Media Programming Structured Data Data Exploration Data Mining E-Commerce Entertainment Graph Theory Interview Prep Listicle Object Detection Profile Building Ranking Recommendation Regression Sports Statistics Telecom Topic Modeling Word Embeddings More
  • Deep Learning Image Intermediate Project Python

    What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!

    In this tutorial learn about autoencoders with a case study on enhancing image resolution. This approach is inspired by the denoising autoencoder.

    Prateek joshi 08 May, 2020
    What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!
  • Beginner Python Python Statistics Technique

    What is Bootstrap Sampling in Statistics and Machine Learning?

    Bootstrap sampling is a key topic in machine learning. This tutorial explains bootstrap sampling in machine learning and how to implement it in Python.

    Prateek joshi 04 Nov, 2024
    What is Bootstrap Sampling in Statistics and Machine Learning?
  • Data Exploration Graph Theory Graphs & Networks Intermediate Project

    Who is the Best IPL Batsman to Bat with? Finding the Answer with Network Analysis

    Network analysis is a useful technique to analyze and gain insights from. We will learn the concept of network analysis python and apply it on IPL 2019 data

    Prateek joshi 23 Oct, 2024
    Who is the Best IPL Batsman to Bat with? Finding the Answer with Network Analysis
  • Graphs & Networks Intermediate Machine Learning Project Python

    A Guide to Link Prediction – How to Predict your Future Connections on Facebook

    Can you predict your next friend request on Facebook? Here is an introduction on link prediction and learn about link prediction in social networks.

    Prateek joshi 21 Apr, 2020
    A Guide to Link Prediction – How to Predict your Future Connections on Facebook
  • Algorithm Graphs & Networks Intermediate Python Python

    Learn How to Perform Feature Extraction from Graphs using DeepWalk

    Guide to graph representation of data and how to perform feature extraction from graphs using DeepWalk. Learn about DeepWalk and its python implementation

    Prateek joshi 25 Oct, 2024
    Learn How to Perform Feature Extraction from Graphs using DeepWalk
  • Entertainment Graphs & Networks Intermediate NLP Project

    Knowledge Graph: Data Science Technique to Mine Information from Text (with Python code)

    Exlpore knowledge graphs, including their representation, entity extraction, relation extraction, and practical steps to build. Read More!

    Prateek joshi 15 Jan, 2025
    Knowledge Graph: Data Science Technique to Mine Information from Text (with Python code)
  • Beginner Data Mining NLP Python Python

    Information Extraction using Python and spaCy

    An introduction to information extraction. In this article learn about information extraction using python and spacy with Python code.

    Prateek joshi 15 Feb, 2024
    Information Extraction using Python and spaCy
  • Advanced E-Commerce NLP Project Python

    Building a Recommendation System using Word2vec: A Unique Tutorial with Case Study in Python

    Learn how to build your own recommendation system in Python using word2vec. Work on a retail dataset using word2vec in Python to recommend products.

    Prateek joshi 21 Oct, 2024
    Building a Recommendation System using Word2vec: A Unique Tutorial with Case Study in Python
  • Beginner Data Science Interview Prep Machine Learning Profile Building

    How to Build an Effective Data Science Resume? 4 Key Aspects that Will Make or Break your Application

    How to build the perfect data science resume? Here are 4 key things to persuade recuiters that your data science resume is ideal for the job!

    Prateek joshi 08 Jul, 2019
    How to Build an Effective Data Science Resume? 4 Key Aspects that Will Make or Break your Application
  • Advanced Algorithm NLP Python Python

    How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models

    What is a Transformers in NLP? Transformers are one of the most interesting concepts in NLP. A guide to state-of-the-art-model.

    Prateek joshi 01 May, 2025
    How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models

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