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machine-learning-roadmap

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farukalamai / advanced-machine-learning-engineer-roadmap-2024

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A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

python nlp opencv aws data-science machine-learning natural-language-processing statistics computer-vision deep-learning neural-network tensorflow pandas data-visualization pytorch yolo data-analysis git-github mlops machine-learning-roadmap
  • Updated Sep 2, 2024

barzansaeedpour / machine-learning-roadmap-with-examples

Star 8

This repository contains a roadmap with examples for machine learning, providing a step-by-step guide to help you navigate the field and acquire the necessary knowledge and skills

machine-learning roadmap neural-network machine-learning-algorithms supervised-learning semi-supervised-learning unsupervised-learning classification-algorithims clustering-methods machine-learning-roadmap
  • Updated Jun 10, 2023
  • Jupyter Notebook

FardinHash / Machine-Learning-Roadmap

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Welcome to the Machine Learning Roadmap! This comprehensive guide will take you from the basics to becoming proficient in machine learning. Whether you're a beginner or looking to expand your skills, this roadmap will provide you with a structured path to follow.

machine-learning machinelearning machine-learning-practice learn-machine-learning ml-learning machine-learning-roadmap ml-roadmap complete-machine-learning-roadmap
  • Updated Aug 18, 2024

AdArya125 / Primer-to-Machine-Learning

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'Primer to Machine Learning' is a comprehensive guide covering essential topics in machine learning, including statistics, data preprocessing, supervised and unsupervised learning, neural networks, deep learning, NLP, time series analysis, and reinforcement learning. Perfect for beginners and intermediates.

nlp data-science machine-learning reinforcement-learning clustering optimization regression neural-networks supervised-learning classification dimensionality-reduction data-preprocessing feature-engineering unsupervised-learning model-evaluation time-series-analysis machine-learning-tutorials machine-learning-roadmap
  • Updated Sep 1, 2024
  • Jupyter Notebook

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