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。

您将获得的技能: Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Machine Learning Software, Clinical Informatics, Statistical Machine Learning, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 数据操作, Pandas(Python 软件包), 数据科学, 数据导入/导出, 数据清理, 数据分析, 数据预处理, 编程原则, 统计分析, Python 程序设计, 透视表和图表, NumPy
中级 · 课程 · 1-4 周

EDHEC Business School
您将获得的技能: 投资组合管理, 计算机科学, 无监督学习, 机器学习, 统计方法, 监督学习, 回归分析, 投资组合风险, 降维, 预测分析, 资产管理, Jupyter, 投资管理, 金融市场, 金融建模, 应用机器学习
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 分类算法, 模型评估, 逻辑回归, 数据预处理, 机器学习, 统计方法, Scikit-learn (机器学习库), 监督学习, 回归分析, 降维, 数据访问, 异常检测, 统计推理, 无监督学习, 预测建模, 应用机器学习, 机器学习算法, 统计假设检验, 探索性数据分析, 功能工程
中级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Statistical Visualization, Python Programming, Data Science, Machine Learning, Data Analysis
初级 · 专项课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Scikit Learn (Machine Learning Library), Tensorflow, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Embeddings, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
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初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 机器学习, 负责任的人工智能, 模型评估, 人工智能和机器学习(AI/ML), 模型部署, 无监督学习, 回归分析, 监督学习, Scikit-learn (机器学习库), 分类算法, MLOps(机器学习 Operator), 数据管道, 预测建模, 微软 Azure, 应用机器学习, 数据库, Virtual Machine
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 模型评估, 分类与回归树 (CART), 数据分析, 机器学习, 回归分析, 无监督学习, 随机森林算法, 决策树学习, 统计分析, 预测分析, Python 程序设计, 数据挖掘, 机器学习算法, 探索性数据分析, 应用机器学习, 功能工程
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月

多位教师
您将获得的技能: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Time Series Analysis and Forecasting, Statistical Machine Learning, Technical Analysis, Deep Learning, Securities Trading, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: 模型评估, 分类算法, 机器学习, 工艺优化, 数据预处理, 回归分析, Scikit-learn (机器学习库), 监督学习, 业务解决方案, 数据处理, Python 程序设计, 功能工程, 决策树学习, Jupyter, 机器学习算法, 应用机器学习, 性能分析
混合 · 课程 · 1-4 周