机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

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

Google Cloud
您将获得的技能: 模型评估, Data Governance, Google 云端平台, 数据管理, Data Management, 云计算, 张力流, 数据预处理, AI 工作流程, 数据转换, MLOps(机器学习 Operator), 预测建模, 模型部署, 机器学习, 数据管道
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: Python 程序设计, 交互式数据可视化, 数据可视化软件, 仪表板, 模型评估, 数据操作, Pandas(Python 软件包), 数据分析, 数据导入/导出, Plotly, 数据转换, 预测建模, 网页抓取, 数据清理, 数据展示, 数据科学, 机器学习, 编程原则, 探索性数据分析, 数据可视化
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Imperial College London
您将获得的技能: Python 程序设计, 微积分, 衍生产品, 数学建模, 回归分析, 线性代数, 机器学习算法, 人工神经网络, 高等数学
初级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Scalability, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Design, Amazon Elastic Compute Cloud, Cloud Security, Data Management, Disaster Recovery, Continuous Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Artificial Intelligence, Applied Machine Learning, Python Programming, Model Evaluation
中级 · 课程 · 1-4 周

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

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

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