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: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Predictive Modeling, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Classification Algorithms, Data Science, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: 机器学习, Keras(神经网络库), 递归神经网络 (RNN), 人工神经网络, 分类与回归树 (CART), 迁移学习, 回归分析, 网络架构, 卷积神经网络, 自然语言处理, 深度学习, 模型评估, 图像分析
中级 · 课程 · 1-3 个月

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation
初级 · 课程 · 1-3 个月

Maven Analytics
您将获得的技能: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence
初级 · 课程 · 1-3 个月

您将获得的技能: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Business Analytics, Deep Learning, Machine Learning, Model Evaluation, Mortgage Loans, Consumer Lending, Data Processing
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: 应用编程接口 (API), 机器学习, Flask(网络框架), 模型部署, 持续交付, 计算机视觉, Google 云端平台, 云应用, MLOps(机器学习 Operator), 应用机器学习, 自然语言处理, 人工智能和机器学习(AI/ML), 微软 Azure
中级 · 课程 · 1-4 周

HRCI
您将获得的技能: 专业发展, 合规培训, 在职培训, 计划评估, 需求评估, 员工培训, 学习风格, 培训计划, 教学设计, 培训与发展, 劳动力发展, 编写培训材料, 成人教育, 员工参与
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Python Programming
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 数据管道, 机器学习, 模型部署, 云部署, 持续部署, Google 云端平台, 自动化, MLOps(机器学习 Operator), 模型评估, 持续集成, Devops
中级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Applied Machine Learning, Classification Algorithms, Model Evaluation, Machine Learning, Python Programming, Prototyping
初级 · 指导项目 · 不超过 2 小时