{"id":13711900,"url":"https://github.com/towardsai/tutorials","last_synced_at":"2025-05-06T21:32:47.216Z","repository":{"id":40265348,"uuid":"278410062","full_name":"towardsai/tutorials","owner":"towardsai","description":"AI-related tutorials. 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We'll review your pull requests ad-hoc. \nIf you'd like to work with one of our data scientists in an editorial tutorial, please reach out via [editor@towardsai.net](mailto:editor@towardsai.net) and cc: [pub@towardsai.net](mailto:pub@towardsai.net).\n\nTo **contribute** directly to Towards AI, check out our [guidelines to get published](https://contribute.towardsai.net).\n\nJoin our [AI community](https://community.towardsai.net).\n\nIf you'd like to support Towards AI, please support us by [buying one of our books](https://gumroad.com/towardsai) (listed below), [sponsoring this open-source work](https://paypal.me/towardsai).\n\nThank you for reading and for being a supporter of Towards AI!\n\nAccess any [tutorial for free](https://towardsai.net/p/category/editorial).\n\n**[Terms](https://towardsai.net/terms) | [Privacy Policy](https://towardsai.net/privacy)**\n\n________________________________________________________________________________\n\n[Machine Learning Algorithms For Beginners with Code Examples in Python](https://towardsai.net/p/machine-learning/machine-learning-algorithms-for-beginners-with-python-code-examples-ml-19c6afd60daa)\n\n[Neural Networks from Scratch with Python Code and Math in Detail— I](https://towardsai.net/p/machine-learning/building-neural-networks-from-scratch-with-python-code-and-math-in-detail-i-536fae5d7bbf)\n\n[Building Neural Networks with Python Code and Math in Detail — II](https://towardsai.net/p/machine-learning/building-neural-networks-with-python-code-and-math-in-detail-ii-bbe8accbf3d1)\n\n[Natural Language Processing (NLP) with Python — Tutorial](https://towardsai.net/p/nlp/natural-language-processing-nlp-with-python-tutorial-for-beginners-1f54e610a1a0)\n\n[Monte Carlo Simulation An In-depth Tutorial with Python](https://towardsai.net/p/machine-learning/monte-carlo-simulation-an-in-depth-tutorial-with-python-bcf6eb7856c8)\n\n[Survival Analysis with Python Tutorial — How, What, When, and Why](https://towardsai.net/p/machine-learning/survival-analysis-with-python-tutorial-how-what-when-and-why-19a5cfb3c312)\n\n[Moment Generating Function for Probability Distribution with Python](https://towardsai.net/p/data-science/moment-generating-function-for-probability-distribution-with-python-tutorial-34857e93d8f6)\n\n[Bernoulli Distribution — Probability Tutorial with Python](https://towardsai.net/p/statistics/bernoulli-distribution-probability-tutorial-with-python-90061ee078a)\n\n[Recommendation System Tutorial with Python using Collaborative Filtering](https://towardsai.net/p/machine-learning/recommendation-system-in-depth-tutorial-with-python-for-netflix-using-collaborative-filtering-533ff8a0e444)\n\n[Linear Algebra for Deep Learning and Machine Learning (ML) Python Tutorial](https://towardsai.net/p/machine-learning/basic-linear-algebra-for-deep-learning-and-machine-learning-ml-python-tutorial-444e23db3e9e)\n\n[Principal Component Analysis (PCA) with Python Examples — Tutorial](https://towardsai.net/p/data-science/principal-component-analysis-pca-with-python-examples-tutorial-67a917bae9aa)\n\n[Decision Trees in Machine Learning (ML) with Python Tutorial](https://towardsai.net/p/machine-learning/decision-trees-in-machine-learning-ml-with-python-tutorial-3bfb457bce67)\n\n[Convolutional Neural Networks (CNNs) Tutorial with Python](https://towardsai.net/p/deeplearning/convolutional-neural-networks-cnns-tutorial-with-python-417c29f0403f)\n\n[Sentiment Analysis (Opinion Mining) with Python - NLP Tutorial](https://towardsai.net/p/nlp/sentiment-analysis-opinion-mining-with-python-nlp-tutorial-d1f173ca4e3c)\n\n[Gradient Descent for Machine Learning (ML) 101 with Python Tutorial](https://towardsai.net/p/data-science/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556)\n\n[Random Number Generator Tutorial with Python](https://towardsai.net/p/data-science/random-number-generator-tutorial-with-python-3b35986132c7)\n\n[What is Deep Learning?](https://towardsai.net/p/deep-learning/what-is-deep-learning-34767bb10366)\n\n[Genetic Algorithm (GA) Introduction with Example Code](https://towardsai.net/p/programming/genetic-algorithm-ga-introduction-with-example-code-e59f9bc58eaf)\n\n[K-Nearest Neighbors (KNN) Algorithm Tutorial — Machine Learning Basics](https://news.towardsai.net/knn)\n\n[What is a GPU? Are GPUs Needed for Deep Learning?](https://news.towardsai.net/gpu)\n\n# Books\n\n[Descriptive Statistics for Data-driven Decision Making with Python](https://gumroad.com/l/descriptive-statistics)\n\n# Sponsors\n\nBig thank you to C4H3I LLC for sponsoring us in June, 2022!\n","funding_links":["https://paypal.me/towardsai"],"categories":["Other Blogs","▶️ Websites"],"sub_categories":["Ukraine"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftowardsai%2Ftutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftowardsai%2Ftutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftowardsai%2Ftutorials/lists"}