统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

您将获得的技能: AWS SageMaker, MLOps (Machine Learning Operations), Feature Engineering, AI Personalization, Model Deployment, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Cleansing, Data Processing, Data Wrangling, Data Integrity, Machine Learning, Machine Learning Algorithms, Data Modeling, Supervised Learning, Data Mining, Random Forest Algorithm, Data Management, Unsupervised Learning
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

您将获得的技能: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Fractal Analytics
您将获得的技能: 模型评估, 决策树学习, 异常检测, 无监督学习, 数据预处理, 回归分析, 监督学习, 逻辑回归, 预测建模, 模型部署, 分类算法, 机器学习, 功能工程
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Portfolio Management, Financial Analysis, Analysis, Data Analysis, Risk Management, Quantitative Research, Investment Management, Performance Analysis, Market Data, Return On Investment, Financial Modeling, Case Studies
初级 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: 理论计算机科学, 系统分析, 数学建模, 统计建模, 计算逻辑, 验证和确认, 马尔可夫模型, 概率分布, 概率, Algorithm
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google 云端平台, 异常检测, 模型评估, 决策树学习, 无监督学习, 数据预处理, 监督学习, 数据操作, 逻辑回归, 功能工程, 预测建模, 应用机器学习, 机器学习, 大数据, 欺诈检测
中级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: R Programming, Rmarkdown, Tidyverse (R Package), Ggplot2, Data Import/Export, Data Visualization, Data Analysis, Data Visualization Software, Data Science, Data Manipulation, Data Storytelling, Statistical Analysis, Data Cleansing, Data Integration, Data Transformation, Communication
初级 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Analytics, Marketing, Data Analysis, Resource Utilization, Marketing Effectiveness, Registration, Statistical Methods, Digital Marketing, Social Media Marketing
中级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Systems Thinking, Statistical Software, Data Analysis, Box Plots, Data Ethics, Substance Abuse, Research Methodologies, Correlation Analysis, Scatter Plots, Environmental Science
初级 · 专项课程 · 3-6 个月

Universidad Nacional Autónoma de México
您将获得的技能: Matplotlib, NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Pandas (Python Package), Exploratory Data Analysis, Data Science, Data Visualization Software, Data Analysis, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Python Programming, Linear Algebra, File Management
初级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Image Analysis, Supervised Learning, Applied Machine Learning, Model Evaluation, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Supply Chain, Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Natural Language Processing, Artificial Neural Networks, Customer Demand Planning, Forecasting, Unsupervised Learning
中级 · 课程 · 1-4 周