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Building a Random Forest from Scratch & Understanding Real-World Data Products (ML for Programmers – Part 3)
This article covers different Machine learning applications in business and necessary steps for Building a Random Forest from Scratch in Python.
Aishwarya Singh 25 Oct, 2024
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Tutorial on Text Classification (NLP) using ULMFiT and fastai Library in Python
ULMFiT is an essential method to enable transfer learning for NLP tasks. This is a tutorial on Text Classification using ULMFiT & Fastai library in Python
Prateek joshi 30 Apr, 2020
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Reinforcement Learning: Monte Carlo in Reinforcement Learning
This detailed article covers an introduction to the Monte Carlo Reinforcement Learning and its Implementation in Python using OpenAI Gym.
Ankit Choudhary 15 Oct, 2024
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Top 5 Machine Learning GitHub Repositories & Reddit Discussions (October 2018)
This article lists down the most awesome machine learning and deep learning GitHub repositories and Reddit discussions from October 2018!
Pranav Dar 06 May, 2019
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An Intuitive Guide to Interpret a Random Forest Model using fastai library (Machine Learning for Programmers – Part 2)
Interpreting random forest model using fastai library in python using various techniques like dependence & tree interpreters in machine learning.
Aishwarya Singh 27 Aug, 2021
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MADRaS: A Multi-Agent DRiving Simulator for Autonomous Driving Research
MADRaS is an open source, lightweight, multi-agent extension of Gym-TORCS with OpenAI Gym API. It is a multi agent driving simulator for autonomous research
Guest Blog 07 May, 2020
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Stock Market Price Prediction Using Deep Learning
Stock market predictions using machine learning and deep learning techniques, such as Moving Averages, knn, ARIMA, prophet, and LSTM.
Aishwarya Singh 14 Apr, 2025
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Must Read Books for Beginners on Machine Learning and Artificial Intelligence
Best AI books for beginners, mid-senior level professionals. Find summary, buy links and best features of best books for machine learning.
Analytics Vidhya 07 Apr, 2023
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An Introduction to Random Forest using the fastai Library (Machine Learning for Programmers – Part 1)
This article provides a comprehensive summary of fast.ai’s machine learning course. It's an introduction to random forest using the fastai library.
Aishwarya Singh 26 Aug, 2021
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Simplifying Data Preparation and Machine Learning Tasks using RapidMiner
Learn how to use RapidMinder's latest tool to simplify and automate data rpeparation and other machine learning tasks!
Guest Blog 07 May, 2020
