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。

AI CERTs
您将获得的技能: Model Evaluation, Data Analysis, Applied Machine Learning, Environmental Regulations, Environment and Resource Management, Geospatial Information and Technology, Computer Vision, Environment Health And Safety, Environment, Operations, Operations Management, Workforce Development
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Classification Algorithms, Business Ethics, Governance
攻读学位
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 自然语言处理, 迁移学习, 嵌入, 拥抱的脸, 深度学习, 人工神经网络, 递归神经网络 (RNN)
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
混合 · 课程 · 1-3 个月
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Data Ethics, Generative Adversarial Networks (GANs), Agentic systems, AI Security, Discussion Facilitation, Business Ethics, Embeddings, Regulatory Compliance, Case Studies, Data Synthesis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, SAS (Software), AI Workflows, Analytics, Machine Learning
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 计算机视觉, 卷积神经网络, 迁移学习, 数据预处理, 分类算法, Google 云端平台, 应用机器学习, 模型评估, 深度学习, 功能工程, 图像分析, 人工神经网络, 张力流
高级设置 · 课程 · 1-3 个月

SkillUp
您将获得的技能: Clinical Informatics, Clinical Research, Artificial Intelligence, MLOps (Machine Learning Operations), Health Informatics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Multimodal Prompts, Prompt Engineering, Data Presentation, Prompt Patterns, AI Enablement, AI Personalization, Generative AI, Email Automation, LLM Application, Data Analysis, Artificial Intelligence, Complex Problem Solving, Ideation, Business Correspondence, Report Writing, Solution Design, Critical Thinking, Document Management, Machine Learning
初级 · 专项课程 · 1-4 周

IBM
您将获得的技能: 数据预处理, 预测, Pandas(Python 软件包), 统计方法, 时间序列分析和预测, 数据转换, 降维, 应用机器学习, 预测建模, 无监督学习, Jupyter, 统计分析, 模型评估, 深度学习
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: 机器学习算法, 统计方法, 概率与统计, Algorithm, 马尔可夫模型, 图论, 抽样(统计), 贝叶斯网络, 计算思维, 应用机器学习, Machine Learning 方法, 统计推理, 概率分布
高级设置 · 课程 · 1-3 个月