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Which algorithm takes the crown: Light GBM vs XGBOOST?
Explore Light GBM advantages, installation, important parameters, and how it compares to XGBoost. Learn tuning techniques. Read Now!
Pranjal 08 Jan, 2025
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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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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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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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Winners solutions & approach: The QuickSolver MiniHack, DataFest 2017
Here is the approach for top 3 winners of QuickSolver MiniHack, DataFest 2017. Read the detailed approach & solution to competition along with their codes.
Sunil Ray 07 May, 2017
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40 Questions to test your skill in Python for Data Science
Here are 40 questions on python for data science. Answer these 40 questions to assess your skill and gain expertise in Python. Questions include pandas.
Faizan Shaikh 05 Jul, 2022
