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

University of Washington
您将获得的技能: 回归分析, 统计建模, 计算机视觉, 无监督学习, 分类算法, 人工智能, 统计机器学习, 监督学习, 深度学习, 逻辑回归, 贝叶斯统计, 数据预处理, 机器学习, 预测建模, 决策树学习, 应用机器学习, 功能工程, 数据挖掘, 图像分析, Model Evaluation
中级 · 专项课程 · 3-6 个月

多位教师
您将获得的技能: 分类算法, 人工智能, 张力流, 监督学习, 深度学习, 强化学习, 机器学习, 预测建模, 无监督学习, 数据伦理, Model Evaluation, 应用机器学习, 数据预处理, 决策树学习, NumPy, Scikit-learn (机器学习库), 随机森林算法, Jupyter, 功能工程, Transfer Learning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Generative AI, Large Language Modeling, Supervised Learning, Deep Learning, LLM Application, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Predictive Modeling, Machine Learning Algorithms, Artificial Neural Networks, Feature Engineering, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Random Forest Algorithm, Data Analysis, Predictive Modeling, Model Evaluation, Bayesian Network, Python Programming, Statistical Modeling, Classification Algorithms
高级设置 · 课程 · 1-3 个月

IBM
您将获得的技能: 回归分析, Python 程序设计, 分类算法, 监督学习, 无监督学习, 预测建模, Scikit-learn (机器学习库), 逻辑回归, 机器学习, 决策树学习, 功能工程, 应用机器学习, 降维, Model Evaluation
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: 回归分析, 机器学习算法, Python 程序设计, 分类算法, 工艺优化, 监督学习, 机器学习, 数据预处理, 数据处理, 功能工程, Scikit-learn (机器学习库), Jupyter, 决策树学习, 业务解决方案, 性能分析, 应用机器学习, Model Evaluation
混合 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Bayesian Statistics, Probability & Statistics
混合 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Machine Learning, Machine Learning Algorithms, Classification Algorithms, Regression Analysis, Probability & Statistics, Linear Algebra
攻读学位
中级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 回归分析, 线性代数, Python 程序设计, 机器学习算法, 无监督学习, 人工神经网络, Algorithm, 统计, 数据预处理, 数学建模, 衍生产品, 微积分, 功能工程, 应用数学, NumPy, Jupyter, 降维, 高等数学
初级 · 专项课程 · 3-6 个月