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。

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Data Preprocessing, Linear Algebra, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

Alberta Machine Intelligence Institute
您将获得的技能: 项目管理, 分类算法, 模型评估, 负责任的人工智能, 数据伦理, 产品生命周期管理, 数据质量, 机器学习算法, 模型部署, 数据清理, 机器学习, 数据预处理, 功能工程, 决策树学习, 监督学习, 数据验证, 应用机器学习, 业务运营, MLOps(机器学习运营), Jupyter
中级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Jenkins, Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, Java, Continuous Deployment, Java Programming, Federated Learning, Artificial Intelligence, Model Evaluation, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning
中级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Large Language Modeling, OpenAI, Text Mining, Applied Machine Learning, LLM Application, Statistical Machine Learning, Data Processing, Multilingualism
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Supervised Learning, Feature Engineering, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Scikit Learn (Machine Learning Library), Random Forest Algorithm, Regression Analysis, Classification Algorithms, Logistic Regression, Performance Tuning
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Transformation, Data Manipulation, Classification Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Verification And Validation, Data Pipelines
中级 · 课程 · 1-4 周

EDHEC Business School
您将获得的技能: 社交网络分析, 投资, 机器学习方法, 投资管理, 投资组合风险, 应用机器学习, 数据可视化软件, 资产管理, 机器学习, 网络抓取, 投资组合管理, 预测建模, 网络分析, 风险管理, 投资回报, 财务报表, 非结构化数据, 财务建模, 金融市场, 文本挖掘
初级 · 专项课程 · 3-6 个月
University of London
您将获得的技能: 人工智能, 数据收集, 分类算法, 模型评估, 数据分析, 数据预处理, 机器学习, 图像分析
攻读学位
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 模型评估, 模型部署, 调试, 机器学习, 数据质量, 数据预处理, 应用机器学习, 功能工程, 持续监测, 数据验证, MLOps(机器学习运营), 持续部署, 云部署, 数据管道
中级 · 课程 · 1-4 周
您将获得的技能: Java Programming, Java, Feature Engineering, Deep Learning, Data Pipelines
高级设置 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, MLOps (Machine Learning Operations), Applied Machine Learning
中级 · 课程 · 1-3 个月