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Getting to Grips with Reinforcement Learning via Markov Decision Process
Learn about how to use reinforcement learning via the Markov Decision Process (MDP) along with an easy to understand example.
Sreenath 01 Dec, 2020
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Understanding Naïve Bayes and Support Vector Machine and their implementation in Python
A look at the Naive Bayes classifier and SVM algorithms. Learn about the Naive Bayes and SVM implementation in Python on a SMS Spam dataset.
nikhilpavanam 23 Oct, 2024
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REINFORCE Algorithm: Taking baby steps in reinforcement learning
In this article, we will understand and solve OpenAI’s Cartpole, Lunar Lander, and Pong environments with REINFORCE algorithm.
Guest Blog 24 Nov, 2020
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Baseline for Policy Gradients that All Deep Learning Enthusists Must Know
Baseline is a function when added to an expectation, does not change the expected value but, it significantly affects the variance
Guest Blog 11 Nov, 2020
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Log Loss vs. Mean Squared Error: Choosing the Right Metric for Classification
Learn the mathematics behind log loss, the logistic regression cost function and classification metric based on probabilities on our article Read Now
Megha 01 May, 2025
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Create a Pipeline to Perform Sentiment Analysis using NLP
Sentiment Analysis is a supervised Machine Learning technique that is used to analyze and predict the polarity of sentiments within a text
Vaibhav 09 Nov, 2020
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Entropy in Machine Learning: Definition, Examples and Uses
Entropy is one of the key aspects of ML. It is a guide to entropy in ML for beginners who want to make a mark in Machine Learning. Explore our guide Now !
Neha 04 Apr, 2025
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Big Data to Small Data – Welcome to the World of Reservoir Sampling
Reservoir sampling is defined as to create a reservoir from a big ocean of data. Understand the concept of reservoir sampling
Sreenath 24 Nov, 2020
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Lasso Regression causes sparsity while Ridge Regression doesn’t! – Unfolding the math
Lasso regression causes sparsity while Ridge regression doesn’t! In this article let’s unfold the maths behind ridge and lasso regression.
Sreenath 26 Oct, 2021
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A Primer on Getting Started with Data Science for Beginners
This article is a primer on getting started with Data Science. We will discuss how to learn and retain concepts of data science for beginners
Abhishek 08 Dec, 2020
