A roadmap for getting started with Machine Learning
nlp data-science machine-learning roadmap computer-vision deep-learning tabular-data beginner ml-resources ml-roadmap
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Mar 15, 2026
#
ml-roadmap
Here are 10 public repositories matching this topic...
A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.
template deep-learning anaconda tensorflow keras jupyter-notebook ml-project ml-production mlops ml-engineering ml-platform llm ml-roadmap llm-model llm-templates
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Feb 19, 2026
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
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Aug 18, 2024
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Aug 5, 2025 - Jupyter Notebook
Build real scikit-learn projects with 3 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.
python data-science machine-learning awesome programming clustering scikit-learn sklearn projects regression model-selection supervised-learning classification awesome-list exercises feature-engineering unsupervised-learning hands-on ml-roadmap labex
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Oct 23, 2025
Beginner → Intermediate (Student & Self-Learner Friendly)
python computer-vision deep-learning self-learning ai-roadmap ai-machine-learning ml-roadmap students-beginners
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Jan 2, 2026
A collection of machine learning projects, programs and papers
python machine-learning statistics calculus scikit-learn linear-algebra probability mlops ml-roadmap
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Dec 30, 2024 - Jupyter Notebook
Темы из математики, которые нужны в Data Science: статистика, вероятность, линейная алгебра, математический анализ, оптимизация и метрики ML. Roadmap по математике для Data Science, Machine Learning и Deep Learning
data-science machine-learning statistics deep-learning optimization linear-algebra probability mathematics hypothesis-testing ml-roadmap data-science-roadmap
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Apr 28, 2026
A curated collection of key research papers and resources on LLMs and deep learning, organized by topic to provide a clear learning path from fundamentals to advanced techniques.
nlp machine-learning ai deep-learning transformers neural-networks ai-research paper-list research-papers large-language-models ml-roadmap llms ml-research
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Aug 7, 2025
Week 3 of my AI/ML learning journey. Focused on math foundations with NumPy and Matplotlib — including matrix multiplication, vector operations, statistics, and data visualization.
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Sep 30, 2025 - Jupyter Notebook
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