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: Scikit Learn (Machine Learning Library), Tensorflow, Classification Algorithms, Supervised Learning, Applied Machine Learning, Python Programming, Feature Engineering, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Data Manipulation, Data Visualization
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Google Sheets, Interactive Data Visualization, Machine Learning, Data Manipulation, Data Import/Export
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Prompt Engineering, 生成式人工智能, 代码审查, LLM 申请, 计划发展, 大型语言模型, 机器学习, 人工智能和机器学习(AI/ML), 软件开发方法
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Enablement, Data Storytelling, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning, Business Strategy, Machine Learning, Context Management
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: 生成式人工智能, Google 云端平台, 人工智能, Machine Learning 方法
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Generative AI, Business Metrics, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Intelligence, Model Deployment, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, AI Product Strategy, Business Solutions
初级 · 课程 · 1-4 周

您将获得的技能: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning, User Feedback
初级 · 课程 · 3-6 个月

IBM
您将获得的技能: PyTorch(机器学习库), 分类算法, 数据预处理, 概率与统计, 回归分析, 人工神经网络, 预测建模, 逻辑回归, 模型评估, 张力流, 深度学习, Machine Learning 方法
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据预处理, MLOps(机器学习 Operator), Google 云端平台, 云部署, 数据转换, 机器学习, 模型部署, 数据管道, 功能工程, Python 程序设计, 张力流, 人工神经网络, 模型评估, 深度学习, Keras(神经网络库)
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Engineering Analysis, Mathematical Theory & Analysis, Numerical Analysis, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
初级 · 专项课程 · 3-6 个月
CertNexus
您将获得的技能: 计算机视觉, 分类算法, 卷积神经网络, 机器学习算法, 自然语言处理, 预测建模, 随机森林算法, 人工神经网络, 应用机器学习, 人工智能和机器学习(AI/ML), 递归神经网络 (RNN), 监督学习, 深度学习, 决策树学习
中级 · 课程 · 1-3 个月