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。

Northwestern University
您将获得的技能: 计算机视觉, 应用数学, 色彩理论, Matlab, 数字信号处理, 数学建模, 可视化(计算机制图), 图像分析
混合 · 课程 · 1-3 个月

Saïd Business School, University of Oxford
您将获得的技能: AI Personalization, Media Strategy, Responsible AI, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, AI Enablement, Media and Communications, AI Product Strategy, Content Performance Analysis, Predictive Analytics, Artificial Intelligence, Algorithms, Driving engagement, Generative AI, LLM Application, Data Storytelling, Target Audience, Strategic Thinking
中级 · 课程 · 1-3 个月

混合 · 课程 · 1-3 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, Embeddings, Python Programming, Vector Databases, Machine Learning, Data Science
初级 · 课程 · 3-6 个月

University of Amsterdam
您将获得的技能: 逻辑回归, 数据分析, 概率分布, 统计资料, 流程改进, 柱状图, 统计假设检验, 箱形图, 回归分析, 精益六西格玛, 差异分析, Minitab, 统计分析, 数据可视化软件
初级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Cleansing, Data Transformation, Predictive Modeling, Pandas (Python Package), Applied Machine Learning, Statistical Methods, Regression Analysis, Scikit Learn (Machine Learning Library), Artificial Neural Networks
初级 · 课程 · 1-4 周

Pragmatic AI Labs
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Model Evaluation, 人工智能, 医学影像, 模型评估, 风险建模, 统计机器学习, 机器学习, 医学科学与研究, 自然语言处理, 磁共振成像, 概率与统计, 深度学习, 张力流, 机器学习方法, 数据预处理, 应用机器学习, 卷积神经网络, 放射诊断学, 预测建模, 图像分析
中级 · 课程 · 1-4 周

您将获得的技能: API Design, MLOps (Machine Learning Operations), Restful API, OAuth, Model Deployment, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Stakeholder Communications, PyTorch (Machine Learning Library), Machine Learning Software, Applied Machine Learning, Artificial Intelligence, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science
中级 · 课程 · 3-6 个月

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Model Deployment, Extract, Transform, Load, Systems Design, Software Architecture, Data Pipelines, Vision Transformer (ViT), System Design and Implementation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking
中级 · 专业证书 · 3-6 个月

您将获得的技能: Tableau Software, Dashboard, Case Studies, Business Intelligence, Business Analytics, Analytics, Data Analysis, Market Dynamics, Data-Driven Decision-Making, Advanced Analytics, Descriptive Analytics, Predictive Analytics, Interactive Data Visualization, Regression Analysis, Customer Analysis, Revenue Management, Business Requirements, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 逻辑回归, 分析, 数据分析, 监督学习, 回归分析, 数据处理, Scikit Learn(机器学习库), 数据清理, 运动医学, 预测, 统计假设检验, 预防伤害, 数据预处理, 应用机器学习, Python 编程, 统计方法, 运动训练, 相关性分析, 绘图(图形), 统计分析
中级 · 专项课程 · 3-6 个月