考虑到numpy的重要性,然而学习的时候,光看一些文档真的很难记住和理解一些对象的操作方法,这里提供给大家一个练习numpy的资料:100 numpy exercises (83/100 actually),一共80多个小例子,常见的数组操作和一些编程小技巧,这里都会涉及到,跟着做能学到很多。 最后,如果有帮助,希望大家给点个赞,6k收藏,1k多赞。 编...
文章相关资源可参考我的GitCode仓库:https://gitcode.com/Morse_Chen/Python_data_analysis 一、实验目的与要求 1、目的: 掌握数据预处理和分析的常用库Pandas的基本用法,学生能应用Pandas库实现对数据的有效查询、统计分析,以及进行必要的数据预处理;能使用Matplotlib库进行数据可视化,从而为进一步的机器学习应用...
Practice Data visualization using Python Matplotlib. Line plot, Style properties, multi-line plot, scatter plot, bar chart, histogram, Pie chart, Subplot, stack plot. Exercises for Intermediate developers Exercise 1: Reverse each word of a string Given: str='My Name is Jessa' Expected Output: ...
Through hands-on exercises and real-world projects, you'll gain the fundamental skills every data analyst needs: Clean and preprocess data using pandas and NumPy Create compelling visualizations with Seaborn and Matplotlib Perform exploratory data analysis to uncover insights ...
Real example Data Analysis with Python||使用 Python 进行数据分析案例 How to use Jupyter Notebooks||如何使用 Jupyter 笔记本 Intro to NumPy (exercises included)||NumPy 介绍(包括练习) Intro to Pandas (exercises included)||Pandas 简介(包括练习) ...
A quick and practical hands-on guide to learning and using Python in data analysis, this book includes three exercises and a case study on getting data in and out of Python code in the right format. --\nAbstract: A quick and practical hands-on guide to learning and using Python in ...
101 pandas exercises for data analysis sql tutorial – a simple and intuitive guide to the structured query language dask – how to handle large dataframes in python using parallel computing modin – how to speedup pandas by changing one line of code python numpy – introduction to ndarray [...
Learn how to explore, visualize, and extract insights from data using exploratory data analysis (EDA) in Python. Start Course for Free Included withPremium or Teams PythonExploratory Data Analysis4 hours14 videos49 Exercises4,150 XP70,201Statement of Accomplishment ...
pythonlearning-pythonpythoniclearning-by-doinglearn-by-doingpython3-librarylearn-pythonlearn-python-the-hard-waypython-for-mlpython-for-data-analysisall-about-pythoneverything-about-python UpdatedNov 19, 2017 Jupyter Notebook I am sharing Python programming concepts and exercises ranging from various lev...
Try these beginning exercises. Are you already familiar with the library and want to make the qualitative leap in data analysis? Download this "cheat sheet" to remember the most important formulas and functions. NumPy NumPy is a Python package that comes from the term "Numerical Python.” It...