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๐ค Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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๐ Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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A complete daily plan for studying to become a machine learning engineer.
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Roadmap to becoming an Artificial Intelligence Expert in 2022
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๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
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100 Days of ML Coding
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The first real AI developer
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Master programming by recreating your favorite technologies from scratch.
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Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Starred Topics
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Awesome Lists
An awesome list is a list of awesome things curated by the community.
StarredMay 13, 2020 -
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interviews
StarredNov 30, 2019