This course will continue the introduction to Python programming that started with Python Programming Essentials and Python Data Representations. We'll learn about reading, storing, and processing tabular data, which are common tasks. We will also teach you about CSV files and Python's support for...
Learn how to analyze data using Python. This course will take you from the basics of Python to exploring many different types of data. Yo...
Python plays a crucial role, such as data cleaning, data manipulation, statistical analysis, and machine learning.By the end of this module, learners will have a good understanding of Python, be proficient in using Jupyter notebooks for data analysis, and comprehend how Python is used to ...
A mind map visualizing Python software that can be used for data analysis can be found in first chapter of this book. The first noticeable thing is that the Python ecosystem is very mature, perse and rich. It includes famous packages such as NumPy, SciPy, and matplotlib. This should not c...
这是密歇根大学 《Introduction to Data Science in Python》的Coursera 第四周(最后一周)的作业,要求使用pandas包实现真实世界的数据清洗,以验证一个猜测:大学城的房价并没有收到经济下滑的影响,使用到了独立样本t测验。 importpandasaspdimportnumpyasnpfromscipy.statsimportttest_ind ...
README Data-Analysis-With-Python Using Python, pandas and numpy to analyze data in a Coursera course. Lessons covered in this course Loading, Querying, and Filtering Data (csv) Loading, Querying and Filtering Data (pandas) Summarizing and Visualizing Data (pandas, numpy)About...
来来来,大哥终于在Coursera上挖到了IBM这枚新宝藏,一个月刷完了IBM Data Science Professional Certificate,赶紧来跟大家分享一下~ 这个系列课一共包括了9门课,包括数据科学的一些基础理论知识、SQL、Python入门、Python处理数据、机器学习及可视化,最后一门课是Capstone,自己实操做一个项目。除了最后一门Capstone有...
pythondata-sciencecourseraprojectpython3data-analysisibmjupyter-notebookspython-for-data-analysiswatson-studioibm-data-science-professional UpdatedJul 4, 2020 Jupyter Notebook This project is part of a university course designed to integrate machine learning techniques into the domain of computer networks. ...
of Python and Mathematics who want to learn how to use Python software to analyze data. We try to keep things simple, but it's not possible to cover all the topics in great detail. It may be useful for you to refresh your knowledge of Mathematics via Khan Academy, Coursera, or ...
Applied Data Science with Python— Coursera Covers an intro to Python, Visualization, Machine Learning, Text Mining, and Social Network Analysis in Python. Also provides many challenging quizzes and assignments to further enhance your learning. Complete SQL Bootcamp— Udemy An excellent course for le...