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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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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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40 Deep Learning Questions for Data Scientists
Here are the top 40 questions on deep learning, designed for data scientists to test their knowledge, skills, and concepts.
Faizan Shaikh 07 Jul, 2024
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Deep Learning vs Machine Learning – the essential differences you need to know!
Difference between machine learning & deep learning (ML Vs DL) along with the comparison between the two in the field of data science.Explained with examples.
Faizan Shaikh 21 Mar, 2024
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TensorFlow 101: Understanding Tensors and Graphs to get you started in Deep Learning
TensorFlow is the popular library of deep learning. This article describes the basics of tensors and graphs and why tensors is important for tensorflow.
Guest Blog 24 May, 2020
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Introduction to Gradient Descent Algorithm (along with variants) in Machine Learning
Get an introduction to gradient descent algorithm & its variants. How to implement gradient descent algorithm with practical tips
Faizan Shaikh 24 Jun, 2019
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5 More Deep Learning Applications a beginner can build in minutes (using Python)
Deep learning applications for beginners using python. This article explains 5 deep learning applications using API and open source.
Faizan Shaikh 19 Apr, 2023
