Algorithm Python 课程可以帮助您学习排序算法、搜索算法以及树和图等数据结构。您可以培养解决问题、优化代码效率以及在实际应用中实施算法的技能。许多课程都会介绍 Jupyter Notebook 等工具以及 NumPy 和 Pandas 等库,它们支持在数据分析和人工智能项目中应用算法。

Sungkyunkwan University
您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Bayesian Statistics, Probability & Statistics
混合 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Python 程序设计, 面向对象编程(OOP), Scikit-learn (机器学习库), 张力流, Pandas(Python 软件包), Matplotlib, 数据操作, Keras(神经网络库), NumPy, Seaborn, 数据可视化
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability
混合 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Data Visualization, Data Preprocessing, Machine Learning, Data Manipulation, Feature Engineering, Data Cleansing, Python Programming, Data Science, Model Evaluation, Classification Algorithms, NumPy, Pandas (Python Package)
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms
中级 · 课程 · 1-3 个月

Rice University
您将获得的技能: Python 程序设计, 数据结构, 调试, 脚本, 开发环境, 脚本语言, 数据存储, 文件输入/输出, 计划发展
初级 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: 数据结构, 图论, 理论计算机科学, 空间数据分析, 计算机图形学, 计算思维, 地理信息系统, Algorithm, 几何学, 空间分析
中级 · 课程 · 1-4 周

您将获得的技能: Computational Thinking, Python Programming, Scripting, Computer Programming, Programming Principles, Software Development
初级 · 指导项目 · 不超过 2 小时

Codio
您将获得的技能: Algorithms, C++ (Programming Language), Data Structures, Computer Programming, Computational Thinking, Technical Design
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Creative Design, Data Structures, Programming Principles, Software Visualization, Python Programming, Computer Programming, Predictive Modeling, Algorithms, Computational Thinking, Debugging
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Structures, Plot (Graphics), Programming Principles, Python Programming, Data Storage
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, NumPy, Data Manipulation, Programming Principles, Python Programming, Regression Analysis
初级 · 课程 · 1-3 个月