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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n      \u003ch1\u003eApprenticeship-in-Python-for-Machine-Learning-and-Data-Science\u003c/h1\u003e\n     \u003c/div\u003e\n     \n\u003cp align=\"center\"\u003e \u003ca href=\"https://github.com/ahammadmejbah\" target=\"_blank\"\u003e\u003cimg alt=\"\" src=\"https://img.shields.io/badge/Website-EA4C89?style=normal\u0026logo=dribbble\u0026logoColor=white\" style=\"vertical-align:center\" /\u003e\u003c/a\u003e \u003ca href=\"https://twitter.com/ahammadmejbah\" target=\"_blank\"\u003e\u003cimg alt=\"\" src=\"https://img.shields.io/badge/Twitter-1DA1F2?style=normal\u0026logo=twitter\u0026logoColor=white\" style=\"vertical-align:center\" /\u003e\u003c/a\u003e \u003ca href=\"https://www.facebook.com/ahammadmejbah\" target=\"_blank\"\u003e\u003cimg alt=\"\" src=\"https://img.shields.io/badge/Facebook-1877F2?style=normal\u0026logo=facebook\u0026logoColor=white\" style=\"vertical-align:center\" /\u003e\u003c/a\u003e \u003ca href=\"https://www.instagram.com/ahammadmejbah/\" target=\"_blank\"\u003e\u003cimg alt=\"\" src=\"https://img.shields.io/badge/Instagram-E4405F?style=normal\u0026logo=instagram\u0026logoColor=white\" style=\"vertical-align:center\" /\u003e\u003c/a\u003e \u003ca href=\"https://www.linkedin.com/in/ahammadmejbah/}\" target=\"_blank\"\u003e\u003cimg alt=\"\" src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=normal\u0026logo=linkedin\u0026logoColor=white\" style=\"vertical-align:center\" /\u003e\u003c/a\u003e \u003c/p\u003e\n     \nIn recent years, Python's popularity has skyrocketed, making it one of the most sought-after languages for software development. This is because of its user-friendliness, adaptability, and capacity for processing massive volumes of data. Python is highly recommended for use in AI, data science, and machine learning.\n\n# Tech Used\n ![Keras](https://img.shields.io/badge/Keras-%23D00000.svg?style=for-the-badge\u0026logo=Keras\u0026logoColor=white) ![NumPy](https://img.shields.io/badge/numpy-%23013243.svg?style=for-the-badge\u0026logo=numpy\u0026logoColor=white) ![Pandas](https://img.shields.io/badge/pandas-%23150458.svg?style=for-the-badge\u0026logo=pandas\u0026logoColor=white) ![Plotly](https://img.shields.io/badge/Plotly-%233F4F75.svg?style=for-the-badge\u0026logo=plotly\u0026logoColor=white) ![PyTorch](https://img.shields.io/badge/PyTorch-%23EE4C2C.svg?style=for-the-badge\u0026logo=PyTorch\u0026logoColor=white) ![scikit-learn](https://img.shields.io/badge/scikit--learn-%23F7931E.svg?style=for-the-badge\u0026logo=scikit-learn\u0026logoColor=white) ![SciPy](https://img.shields.io/badge/SciPy-%230C55A5.svg?style=for-the-badge\u0026logo=scipy\u0026logoColor=%white) ![TensorFlow](https://img.shields.io/badge/TensorFlow-%23FF6F00.svg?style=for-the-badge\u0026logo=TensorFlow\u0026logoColor=white) ![Anaconda](https://img.shields.io/badge/Anaconda-%2344A833.svg?style=for-the-badge\u0026logo=anaconda\u0026logoColor=white) ![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge\u0026logo=python\u0026logoColor=ffdd54) ![SQLite](https://img.shields.io/badge/sqlite-%2307405e.svg?style=for-the-badge\u0026logo=sqlite\u0026logoColor=white) ![MySQL](https://img.shields.io/badge/mysql-%2300f.svg?style=for-the-badge\u0026logo=mysql\u0026logoColor=white) ![MongoDB](https://img.shields.io/badge/MongoDB-%234ea94b.svg?style=for-the-badge\u0026logo=mongodb\u0026logoColor=white)\n      \n   \n\u003cb\u003e\u003ch3\u003eContent:\u003c/h3\u003e\u003c/b\u003e \n01. A- Introduction\n01. B- Environment Set-Up\n01. Basics Python\n02. Data Science Pathway Overview\n03. Machine Learning Pathway Overview\n04. Statistics Learning Pathway Overview\n05. Regression\n06. Classification\n07. Clustering\n08. Dimensionality Reduction\n09. Reinforcement Learning\n10. Numpy\n11. Pandas\n12. Matplotlib\n13. Scikit Learn\n14. Seaborn\n15. Scikit Image\n16. Theano\n17. TensorFlow\n18. Pytorch\n19. MaxNet\n20. Deep Lerning\n\u003c/br\u003eMega Projects Collections\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahammadmejbah%2Fapprenticeship-in-python-for-machine-learning-and-data-science","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fahammadmejbah%2Fapprenticeship-in-python-for-machine-learning-and-data-science","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahammadmejbah%2Fapprenticeship-in-python-for-machine-learning-and-data-science/lists"}