监督学习课程可以帮助您学习 Regression 分析、分类技术和模型评估方法。您可以掌握 Feature Selection、Hyperparameter 调整和理解偏差-方差权衡等方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持算法的实施和数据分析。

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
攻读学位
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Data Preprocessing, Predictive Analytics, Data Manipulation, Data Visualization
中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Supervised Learning, Customer Analysis, Customer Retention, Applied Machine Learning, Predictive Analytics, Marketing, Scikit Learn (Machine Learning Library), Marketing Strategies, Machine Learning, Model Deployment, Predictive Modeling, Python Programming, Personalized Service, Data Preprocessing, Model Evaluation
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Data Analysis, Correlation Analysis, Applied Machine Learning, Scatter Plots, Statistical Analysis, Data Validation, Data Preprocessing, NumPy, Pandas (Python Package), Box Plots, Histogram
混合 · 课程 · 1-4 周

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

DeepLearning.AI
您将获得的技能: 人工智能, 数据伦理, 深度学习, 监督学习, 算法, 降维, 异常检测, 强化学习, 无监督学习, 机器学习, 人工神经网络
初级 · 课程 · 1-4 周

New York University
您将获得的技能: 模型评估, 金融交易, 深度学习, 监督学习, 统计方法, 衍生产品, 降维, 强化学习, 马尔可夫模型, 回归分析, Scikit Learn(机器学习库), 张力流, 市场流动性, 应用机器学习, 决策树学习, 金融市场, 预测建模, 机器学习, 无监督学习, 人工神经网络
中级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 模型评估, 深度学习, 机器学习方法, 监督学习, 图论, 医疗保健, 医疗保健项目管理, 模型部署, 自动编码器, 医学科学与研究, 应用机器学习, 生成式对抗网络(GANs), 健康信息学, 大数据, 机器学习, 嵌入, 图像分析, 递归神经网络 (RNN), 人工神经网络
高级设置 · 专项课程 · 1-3 个月
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: Data Preprocessing, Model Deployment, Model Evaluation, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Large Language Modeling, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Data Ethics, CI/CD, Machine Learning Algorithms, Transfer Learning, Data Quality, Performance Tuning
中级 · 专项课程 · 1-3 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
高级设置 · 课程 · 1-4 周