Python Pandas 课程可以帮助您学习数据操作、数据分析和数据 Visualization 技术。您可以掌握处理大型数据集、执行统计分析和数据清洗以获得更好见解的技能。许多课程都会介绍 Jupyter Notebook 和 Matplotlib 等工具,这些工具支持将您的技能应用到实际数据项目中。您还将探索时间系列分析、Data Merging 和使用函数自动执行重复性任务等关键主题,从而提高数据工作流程的效率。

您将获得的技能: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Data Preprocessing, Model Evaluation, Customer Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Development Environment, Predictive Analytics, Pandas (Python Package), Data Cleansing
混合 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Python 程序设计, Flask(网络框架), 数据操作, 模型部署, 模型评估, 分类算法, 预测建模, 监督学习, 数据可视化软件, 网页抓取, MLOps(机器学习 Operator), 预测分析, 应用机器学习, 功能工程, 设计思维, 数据可视化, Data Validation, 机器学习算法, 数据处理, 机器学习
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: Python 程序设计, 数据操作, 数据科学, 数据收集, 数据展示, 网页抓取, 数据分析, Pandas(Python 软件包), Jupyter, 数据处理, 仪表板
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Data Preprocessing, Deep Learning, Computer Vision, Tensorflow, Python Programming, Cloud Computing, Development Environment
混合 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
初级 · 专项课程 · 3-6 个月

The Hong Kong University of Science and Technology
您将获得的技能: Python 程序设计, 财务分析, 概率与统计, 数据操作, 模型评估, 统计分析, 风险分析, 金融交易, 财务数据, Pandas(Python 软件包), 回归分析, 数据导入/导出, Jupyter, 金融建模, 数据可视化, 统计推理
中级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Matplotlib, Financial Data, Exploratory Data Analysis, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Python Programming, Data Cleansing, Computer Programming
高级设置 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
初级 · 课程 · 1-4 周

您将获得的技能: Python 程序设计, 数据操作, 热图, 数据可视化软件, 交互式数据可视化, Plotly, 数据展示, 散点图, 箱形图, Matplotlib, Jupyter, Seaborn, 数据可视化, 地理空间信息与技术, Pandas(Python 软件包), 柱状图, 数据分析, 仪表板
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Data Visualization Software, Predictive Analytics, Debugging, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Data Analysis
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Data Structures, Python Programming, Data-oriented programming, Programming Principles, Data Manipulation, Data Access, Data Processing, Computational Logic, Scripting, File I/O, Debugging, Computational Thinking, Jupyter, Maintainability, Computer Programming Tools, Scripting Languages
初级 · 专项课程 · 3-6 个月

您将获得的技能: Pivot Tables And Charts, Data Visualization, Data Analysis, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data Cleansing, Data Import/Export
中级 · 课程 · 1-4 周