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Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)
An introduction to neural networks. Understand the math behind convolutional neural networks with forward and backward propagation & Build a CNN using NumPy.
Aishwarya Singh 08 May, 2020
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Hands-On Tutorial to Analyze Data using Spark SQL
Analyze humongous amounts of data and scale up your machine learning project using Spark SQL. Learn abot catalyst optimizer, Spark SQL and how it works.
Lakshay arora 14 Jun, 2020
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How to Create a Test Set to Approximate Business Metrics Offline
We address one key component of designing an offline evaluation environment - creating a test set to evaluate machine learning performance.
Aarshay Jain 06 Feb, 2020
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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
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Activation Functions | Fundamentals Of Deep Learning
An introduction to activation functions. Article describes when to use which type of activation function and fundamentals of deep learning.
Dishashree Gupta 03 Apr, 2025
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3 Important NLP Libraries for Indian Languages You Should Try Out Today!
This article explores 3 nlp libraries for Indian languages- iNTLK, Indic NLP library, StanfordNLP. Learn nlp for indian languages and how to work with it
Mohd Sanad Zaki Rizvi 12 Aug, 2024
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Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)
This article presents two interesting methods of dealing with class sensitivity in a classification problem in the space of machine learning.
Guest Blog 27 Jan, 2020
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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
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A Comprehensive Learning Path to Master Computer Vision in 2026
Learn computer vision with the collection of the top resources for computer vision. This learning path is helpful to master computer vision.
Pulkit Sharma 06 Jan, 2026
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30 Challenging Open Source Data Science Projects to Ace in 2020
Start working on these 30 challenging data science open source projects to try in 2020. From NLP to CV, these data science projects cover a lot.
Sneha Jain 14 Jun, 2020
