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An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec
Word embeddings are techniques used in natural language processing. This includes tools & techniques like word2vec, TD-IDF, count vectors, etc. Explore Now!
NSS 07 Apr, 2025
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Transfer Learning Using Pre-trained Models in Deep Learning
Learn about transfer learning, pre-trained models, their benefits, usage, fine-tuning techniques, and projects for identifying digits.
Dishashree Gupta 30 Jan, 2025
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Building Trust in Machine Learning Models (using LIME in Python)
This article helps us understand working of machine learning algorithms using LIME package. Using LIME, you can understand working of black box ML models.
Guest Blog 01 Jun, 2017
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Launching Analytics Industry Report 2017 – Trends and Salaries in India
This analytics industry report highlights trends and salaries in Indian industry. Insights like salary by skills, location, experience & background
Kunal Jain 26 Jul, 2020
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A comprehensive beginners guide to Linear Algebra for Data Scientists
A comprehensive guide explaining linear algebra, matrices, their use to solve linear equations and their application in data science & data scientists
Vikas Kumar 15 Oct, 2024
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25 Must Know Terms & concepts for Beginners in Deep Learning
25 terms to explain the basics of neural networks, deep learning, Convolutional Neural Network, Recurrent Neural network & gradient descent in data science
Dishashree Gupta 25 Jun, 2019
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Why are GPUs necessary for training Deep Learning models?
The difference in CPUs & GPUs to help you understand the application of GPUs in training deep learning models in data science. Brief history of GPUs.
Faizan Shaikh 24 Jun, 2019
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Hands on tutorial to perform Data Exploration using Elastic Search and Kibana (using Python)
ElasticSearch and Kibana is a highly scalable and open source. This tutorial will help you perform exploratory data analysis using ElasticSearch and Kibana.
Guest Blog 27 Oct, 2024
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22 must watch talks on Python for Deep Learning, Machine Learning & Data Science (from PyData 2017, Amsterdam)
PyData 2017 held in Amsterdam includes talks on machine learning, deep learning and NLP. The content involved applications, tools and hands-on sessions.
Sunil Ray 25 Jun, 2019
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Inspiring story of Deepak Vadithala – from a Paper delivery boy to a Lead Data Engineer & QlikView Luminary
Here is exlcusive interview with Deepak Vadithala, Lead data engineer & Qlikview Luminary. Read complete story of Deepak & his journey in data science.
Kunal Jain 08 Jun, 2017
