NumPy 课程经常教授数组操作、数学函数和数据分析技术。您可以掌握执行复杂计算、处理大型数据集和优化数值运算性能的技能。很多课程都会介绍 Jupyter Notebook 和 Python 库等工具,展示这些技能在数据科学、机器学习和人工智能项目中的应用。

University of Michigan
您将获得的技能: 数据可视化, 概率与统计, Jupyter, 数据分析, 描述性统计, 统计推理, 数据收集, 抽样(统计), NumPy, 数据扫盲, 柱状图, 数据可视化软件, 统计资料, 绘图(图形), Matplotlib, 统计分析, Python 编程, 探索性数据分析, 箱形图, Seaborn
初级 · 课程 · 1-4 周

Meta
您将获得的技能: 数据可视化, 编程原则, 数据操作, Jupyter, 数据分析, 数据清理, Matplotlib, 数据可视化软件, Pandas(Python 软件包), 脚本, Python 编程, 回归分析, 探索性数据分析
初级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Data Visualization, Seaborn, Logistic Regression, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Machine Learning Algorithms, Python Programming, Supervised Learning, Classification Algorithms, Algorithms
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 数据可视化, 数据科学, 数据操作, 数据可视化软件, 软件包和软件管理, 柱状图, 绘图(图形), Matplotlib, NumPy, Pandas(Python 软件包), 数据导入/导出, Python 编程, Seaborn
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming
初级 · 课程 · 1-4 周

您将获得的技能: Image Analysis, Transfer Learning, Multimodal Prompts, Model Evaluation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Algorithms, Embeddings, Model Deployment, Real Time Data, Visualization (Computer Graphics), Applied Machine Learning, Ethical Standards And Conduct, Root Cause Analysis, Deep Learning, Systems Design
中级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Pandas (Python Package), Matplotlib, Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Scientific Visualization, Data Manipulation, Data Science, Statistics, Python Programming, Statistical Analysis, Data Wrangling, Big Data, NoSQL, Data Preprocessing
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Seaborn, Data Storytelling, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Statistical Methods, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Data Presentation, Matplotlib, Data Visualization, Pandas (Python Package), Version Control, GitHub, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy
初级 · 专项课程 · 1-3 个月

您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Object Oriented Programming (OOP), Unsupervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Machine Learning Algorithms, Data Visualization, Natural Language Processing, Seaborn, Predictive Modeling, Flask (Web Framework), Python Programming, Deep Learning, PyTorch (Machine Learning Library), Programming Principles, Web Applications
初级 · 专项课程 · 3-6 个月

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