应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Google Cloud
您将获得的技能: 机器学习, Model Evaluation, 模型评估, 模型部署, 混合云计算, 分布式计算, MLOps(机器学习运营), Google Cloud 平台, 可扩展性, 性能调整, 系统设计, 张力流, 系统架构
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Web Analytics, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Model Evaluation, Pandas (Python Package)
中级 · 课程 · 1-4 周

Columbia University
您将获得的技能: 机器学习, Algorithm, 深度学习, 马尔可夫模型, 数据驱动决策, 决策支持系统, 模拟, 人工智能和机器学习(AI/ML), 算法, 统计方法, 概率分布, 强化学习
中级 · 课程 · 1-3 个月

Edureka
您将获得的技能: PySpark, Applied Machine Learning, Machine Learning, Logistic Regression
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 机器学习, 预测建模, Flask (Web 框架), Python 编程, 数据操作, 网络应用, 数据预处理, 模型部署, Django (网络框架), MLOps(机器学习运营), 应用程序部署
混合 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Application Deployment, Model Evaluation, Real Time Data, Exploratory Data Analysis, Engineering
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: 机器学习, 逻辑回归, 无监督学习, Model Evaluation, 功能工程, 模型评估, 数据预处理, 分类算法, 预测建模, 监督学习, 模型部署, 回归分析, 异常检测, 决策树学习
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Feature Engineering, Statistical Methods, Model Evaluation
中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Search Engine Optimization, Google Ads, Customer Insights, Google Analytics, Data Ethics, Data Mining
初级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Health Informatics, Data Preprocessing, Clinical Data Management, Predictive Analytics, Patient Safety, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction
中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Classification Algorithms
攻读学位
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 深度学习, 线性代数, 卷积神经网络, 微积分, Python 编程, 应用机器学习, 监督学习, 递归神经网络 (RNN), 人工神经网络
中级 · 课程 · 1-4 周