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。

Universidad de los Andes
您将获得的技能: Technical Analysis, Financial Trading, Financial Market, Performance Measurement, Capital Markets, Investment Management, Investments, Market Data, Statistical Machine Learning, Financial Analysis, Model Evaluation, Machine Learning, Classification Algorithms, Trend Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Python 程序设计, 数据操作, 数据库, 关系数据库, 存储过程, SQL, 数据分析, Query 语言, Jupyter, Pandas(Python 软件包), 事务处理
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

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

您将获得的技能: AWS Kinesis, Model Evaluation, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Model Deployment, Data Preprocessing, Scalability, Classification Algorithms, Forecasting, Feature Engineering, Algorithms, Data Analysis, Predictive Modeling, Data Modeling
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Transfer Learning, Data Preprocessing, Hugging Face, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Model Deployment, Data Preprocessing, Keras (Neural Network Library), Google Cloud Platform, Cloud Deployment, Machine Learning, Embeddings, Applied Machine Learning, Data Strategy, Data Quality, MLOps (Machine Learning Operations), Unsupervised Learning, Data Cleansing, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月
DeepLearning.AI
您将获得的技能: 信息隐私, 机器学习, 自然语言处理, 模型评估, 数据分析, 灾难恢复, 监督学习, 人工智能, 卷积神经网络, 文本挖掘, 应用机器学习, 环境监测, 应急响应, 图像分析, 计算机视觉, 探索性数据分析, Jupyter, 缓解, 深度学习, 数据伦理
初级 · 专项课程 · 1-3 个月
Rice University
您将获得的技能: Python 程序设计, 事件驱动编程, 计算机图形学, 动画, 编程原则, 计算机编程, 游戏设计, 互动设计, 应用程序开发
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周