The latest articles on DEV Community by Aryia behroziuan (@aria_behroziuan). https://dev.to/aria_behroziuan https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3239643%2Fef90c4ad-a116-46ad-9add-20995f3a14f5.jpg https://dev.to/aria_behroziuan en Aryia behroziuan Mon, 02 Jun 2025 17:02:21 +0000 https://dev.to/aria_behroziuan/importance-and-methods-of-data-collection-and-data-analysis-using-python-5abn https://dev.to/aria_behroziuan/importance-and-methods-of-data-collection-and-data-analysis-using-python-5abn <h2> Importance and methods of data collection and data analysis using Python; precise principles and techniques of information processing and exploitation. </h2> <p><a href="https://en.civilica.com/doc/2274041/" rel="noopener noreferrer">open book</a></p> <p>In today's world, data is recognized as one of the most valuable assets. Organizations, companies, and researchers use data to make intelligent decisions, predict trends, and optimize processes. Python has become one of the most popular programming languages ​​in the field of data collection and analysis due to its simplicity, flexibility, and powerful libraries.</p> <p>Data collection , data analysis , data analysis , Python , data analysis with Python ,</p> <p>VanderPlas, J. (2023). Python Data Science Handbook: Essential Tools for ...<br> Géron, A. (2022). Hands-On Machine Learning with Scikit-Learn, Keras, and ...<br> Raschka, S., &amp; Mirjalili, V. (2019). Python Machine Learning (3rd ...<br> Wickham, H., &amp; Grolemund, G. (2017). R for Data Science: ...<br> مستندات رسمی پایتون: <a href="https://docs.python.org/3/" rel="noopener noreferrer">https://docs.python.org/3/</a> ...<br> مستندات pandas: <a href="https://pandas.pydata.org/docs/" rel="noopener noreferrer">https://pandas.pydata.org/docs/</a> ...<br> مستندات NumPy: <a href="https://numpy.org/doc/stable/" rel="noopener noreferrer">https://numpy.org/doc/stable/</a> ...<br> مستندات Scikit-learn: <a href="https://scikit-learn.org/stable/documentation.html" rel="noopener noreferrer">https://scikit-learn.org/stable/documentation.html</a> ...<br> مستندات Matplotlib: <a href="https://matplotlib.org/stable/contents.html" rel="noopener noreferrer">https://matplotlib.org/stable/contents.html</a> ...<br> مستندات SciPy: <a href="https://docs.scipy.org/doc/scipy/" rel="noopener noreferrer">https://docs.scipy.org/doc/scipy/</a> ...<br> Project Jupyter: <a href="https://jupyter.org/documentation" rel="noopener noreferrer">https://jupyter.org/documentation</a> ...<br> Coursera: “Applied Data Science with Python” by University of Michigan ...<br> edX: “Python for Data Science” by UC San Diego ...<br> DataCamp: “Data Scientist with Python” career track ...<br> Kaggle Learn: “Python” and “Data Science” courses ...<br> Udemy: “Python for Data Science and Machine Learning Bootcamp” by ...</p> <p><a href="https://en.civilica.com/doc/2274041/" rel="noopener noreferrer">open book</a></p> programming ai devops python Aryia behroziuan Mon, 02 Jun 2025 16:57:21 +0000 https://dev.to/aria_behroziuan/how-accurate-are-neural-network-based-models-and-what-types-of-problems-are-they-used-for-4lgj https://dev.to/aria_behroziuan/how-accurate-are-neural-network-based-models-and-what-types-of-problems-are-they-used-for-4lgj <p><a href="https://en.civilica.com/note/12256/" rel="noopener noreferrer">open link</a></p> ai productivity devops python