
Johns Hopkins University
您将获得的技能: 统计假设检验, 探索性数据分析, 模型评估, 统计推理, GitHub, 统计建模, 数据展示, 概率与统计, 交互式数据可视化, 回归分析, Plotly, 统计机器学习, 预测建模, 机器学习算法, R 程序设计, 数据可视化, 统计分析, Rmarkdown, 机器学习, 闪亮(R 套件)
中级 · 专项课程 · 3-6 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

DeepLearning.AI
您将获得的技能: 人工智能, 模型评估, 数据预处理, Scikit Learn(机器学习库), 回归分析, Python 编程, 逻辑回归, 无监督学习, Jupyter, 机器学习, NumPy, 预测建模, 功能工程, 分类算法, 监督学习
初级 · 课程 · 1-4 周

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

您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Predictive Modeling, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Performance Tuning
高级设置 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, MLOps (Machine Learning Operations), Large Language Modeling, Keras (Neural Network Library)
中级 · 课程 · 1-3 个月

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

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Regression Analysis, Continuous Monitoring, Statistical Methods, Algorithms
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据整理, 模型评估, 探索性数据分析, 数据预处理, 回归分析, 随机森林算法, 分类算法, 机器学习算法, 预测分析, 机器学习, 统计机器学习, 应用机器学习, 预测建模, 功能工程, 监督学习, R 程序设计
混合 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Scikit Learn (Machine Learning Library), Tensorflow, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Embeddings, Predictive Modeling, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
攻读学位
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 模型评估, 数据预处理, Scikit Learn(机器学习库), 数据清理, 性能指标, 随机森林算法, 逻辑回归, 决策树学习, 预测建模, 功能工程, 抽样(统计), 机器学习, 监督学习, 分类算法
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Data Science, Probability & Statistics, Dimensionality Reduction, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周