Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,这些工具支持将您的技能应用到实际项目中,使您能够创建预测模型并有效分析复杂的数据集。
University of Maryland, College Park
您将获得的技能: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, MLOps (Machine Learning Operations), Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis
中级 · 课程 · 1-4 周

UNSW Sydney (The University of New South Wales)
您将获得的技能: 学习管理系统, 规划, 技术战略, 技术交流, 数字教学法, 内容管理, 教学, 教育软件和技术, 数字扫盲
初级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: 人工智能, 计算思维, 计算机科学, 数据扫盲, 数据质量, 设计思维, 机器学习, 道德标准与行为, 数字教学法, 创造力
初级 · 课程 · 1-3 个月

您将获得的技能: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scalability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Programming Principles, Data Visualization, Descriptive Statistics, Mathematical Software, File I/O, Software Installation, Numerical Analysis, Mathematical Modeling, Predictive Modeling, Python Programming, Data Analysis
初级 · 专项课程 · 1-3 个月

Whizlabs
您将获得的技能: Model Evaluation, AWS SageMaker, Predictive Modeling, Data Modeling, Amazon Web Services, Machine Learning, Machine Learning Algorithms, Performance Tuning
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Web Scraping, Data Structures, Git (Version Control System), Generative AI, Version Control, Matplotlib, Devops Tools, Plotly, DevOps, Agile Methodology, Web Development, Data Ethics, Flask (Web Framework), Data Visualization, Scripting, GitHub, Debugging, Data Analysis, Automation, Cloud Computing
初级 · 专业证书 · 3-6 个月

您将获得的技能: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning
混合 · 课程 · 1-4 周

您将获得的技能: Programming Principles, Computer Programming, Python Programming, Scripting, Computational Logic, Scripting Languages, Computer Science
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 脚本, 绘图(图形), 运筹学, 数据操作, 数据分析, Jupyter, 数据结构, Python 程序设计, 透视表和图表, Pandas(Python 软件包), 数据清理, 应用机器学习, 数据科学, NumPy, 编程原则, 数据预处理, 数据整理, 供应链, 探索性数据分析, 数据转换
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Model Evaluation, Intrusion Detection and Prevention, Threat Detection, Computer Security Incident Management, Cybersecurity, Anomaly Detection, Applied Machine Learning, Network Security, Machine Learning, Unsupervised Learning, Supervised Learning, Artificial Neural Networks
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 统计建模, 概率与统计, 嵌入, 自然语言处理, 文本挖掘, Machine Learning 方法, Algorithm, 马尔可夫模型, 数据预处理, 人工神经网络
中级 · 课程 · 1-4 周