Data Science Essentials in PythonDmitry Zinoviev
DataSciencewithPythonbeginsbyintroducingyoutodatascienceandteachesyoutoinstallthepackagesyouneedtocreateadatasciencecodingenvironment.Youwilllearnthreemajortechniquesinmachinelearning:unsupervisedlearning,supervisedlearning,andreinforcementlearning.Youwillalsoexplorebasicclassificationandregressiontechniques,suchassupportvectormachi...
Understanding the importance of Python as a data science tool is crucial for anyone aspiring to leverage data effectively. This course is designed to equip you with the essential skills and knowledge needed to thrive in the field of data science. This co
Python,它的机器学习和数据科学库(pandas,Keras,TensorFlow,scikit-learn,SciPy,NumPy 等等),和它的扩展的可视化列表库(Matplotlib,pyplot,Plotly 等等)对于初学者和专家等来说都是出色的开源工具。简单易学、普及率高、有社区提供支持,并且内置了最新的库和数据科学所用到的算法,这些工具都能给刚开始学习的你带来很大...
A foundational understanding of mathematics and statistics would be advantageous. Description: Welcome to “Data Science with Python,” an immersive course designed to equip you with comprehensive skills in data science using the versatile Python programming language. This program covers essential topics ...
Probably the best curated list of data science software in Python. - krzjoa/awesome-python-data-science
《State of Data Science 2021》：Python成为数据科学家首选 《State of Data Science 2021》发展报告中，报告主要从数据科学的领域，分别从商业环境和学术机构对数据科学的看法，以及学生对未来规划等这些论点进行研究。当下趋势对数据科学的影响 新冠肺炎是否影响了各个公司在数据科学方面的投资？新冠肺炎对各个企业的...
Python boasts a vast array of powerful libraries specifically designed for data science, such as NumPy, Pandas, Matplotlib, SciPy, and Scikit-learn. These libraries provide an extensive set of tools for performing complex mathematical computations, data manipulation, statistical analysis, machine ...
Fullyexpandedandupgraded,thelatesteditionofPythonDataScienceEssentialswillhelpyousucceedindatascienceoperationsusingthemostcommonPythonlibraries.Thisbookoffersup-to-dateinsightintothecoreofPython,includingthelatestversionsoftheJupyterNotebook,NumPy,pandas,andscikit-learn.Thebookcoversdetailedexamplesandlargehybriddatasets...
Codes in Pythonare written in a very natural style, which is why it is easy to read and understand. Some of thefeatures of Pythonthat make it a popular language in data science applications are: Easy to Learn Python is for anyone aspiring to learn because of its ease of learning and und...