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。

Rice University
您将获得的技能: Python 程序设计, 调试, 开发环境, 计算机编程, 集成开发环境, 编程原则
初级 · 课程 · 1-4 周

您将获得的技能: Natural Language Processing, Python Programming, Text Mining, Artificial Intelligence, Data Preprocessing, Machine Learning, Applied Machine Learning, Data Collection, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Bash (Scripting Language), Test Automation, Unit Testing, Scripting, Software Testing, Linux Commands, Test Driven Development (TDD), Unix Commands, Development Environment, Operating Systems, Command-Line Interface, File Management, OS Process Management, File Systems, Automation, Python Programming
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 机器学习, 持续部署, 自动化, 模型评估, 持续集成, Devops, 模型部署, 数据管道, Google 云端平台, 云部署, MLOps(机器学习 Operator)
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Responsible AI, Model Evaluation, Technical Communication, Data Preprocessing, Data Transformation, Performance Analysis, Data Wrangling, Data Cleansing, Data Analysis, Predictive Modeling, Machine Learning, Embeddings, Artificial Intelligence, Decision Support Systems, Scikit Learn (Machine Learning Library), Pandas (Python Package), Debugging
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Marketing Effectiveness, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Campaign Management, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Python Programming, Data Preprocessing, Regression Analysis, Software Installation, System Configuration, Development Environment, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Visualization, Data Ethics, Exploratory Data Analysis, Sampling (Statistics), Data Visualization Software, Feature Engineering, Regression Analysis, Descriptive Statistics, Logistic Regression, Statistical Hypothesis Testing, Model Evaluation, Data Analysis, Tableau Software, Data Science, Statistical Analysis, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming
攻读学位
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: 生成对抗网络 (GAN), Machine Learning 方法, 张力流, 模型评估, 人工神经网络, 递归神经网络 (RNN), Keras(神经网络库), 迁移学习, 自动编码器, 性能调整, 无监督学习, 计算机视觉, 生成式人工智能, 卷积神经网络, 强化学习, 人工智能和机器学习(AI/ML), 深度学习
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Machine Learning 方法, 张力流, 降维, 马尔可夫模型, 自然语言处理, 递归神经网络 (RNN), Keras(神经网络库), 分类算法, 人工神经网络, 统计机器学习, 迁移学习, 数据预处理, PyTorch(机器学习库), 文本挖掘, 嵌入, 应用机器学习, 深度学习, 监督学习, Algorithm, 功能工程
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Python 程序设计, 机器学习, 无服务器计算, 模型评估, 亚马逊网络服务, AWS SageMaker, 模型部署, 云计算解决方案, 功能工程, 数据分析, 数据预处理, 探索性数据分析, 数据管道, MLOps(机器学习 Operator), 云部署, 微软 Azure
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Model Deployment, Model Evaluation, Supervised Learning, Decision Tree Learning, Applied Machine Learning, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Data Analysis, Business Analysis, Artificial Neural Networks, Classification Algorithms, No-Code Development, Statistical Programming
中级 · 课程 · 1-3 个月