应用统计学课程可以帮助您学习数据分析、假设检验、回归技术和实验设计。您可以掌握解释 Data Set、进行预测和有效交流统计结果的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计分析和数据可视化。

您将获得的技能: Nginx, Load Balancing, Performance Tuning, Scalability, Web Servers, Proxy Servers, Security Controls, Authentications, Virtualization, Server Administration, Application Servers, Servers, Middleware
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 统计推理, 数据分析, 概率与统计, 抽样(统计), 决策, 商业分析, 数据驱动决策, Microsoft Excel, 统计分析, 数据展示, 概率分布, 描述性统计, 探索性数据分析
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 风险管理, 现金管理, 信用风险, 财务规划, 保险, 预算编制, 财务, 设定目标, 投资, 财务管理, 智能目标
初级 · 课程 · 1-3 个月

Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Process Control, Systems Engineering, System Monitoring, Systems Analysis, Engineering Analysis, Mathematical Modeling, Applied Mathematics, Performance Testing, Differential Equations, Model Evaluation
混合 · 课程 · 1-4 周

Coursera
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: Probability, Computational Logic, Combinatorics, Bayesian Statistics, Algorithms, Theoretical Computer Science, Mathematical Software, Mathematical Theory & Analysis, Cryptography, Logical Reasoning, Deductive Reasoning, Computational Thinking, Computer Science, Encryption, Data Structures, Arithmetic, General Mathematics, Public Key Cryptography Standards (PKCS), Problem Solving, Cybersecurity
初级 · 专项课程 · 3-6 个月

University of California, Santa Cruz
您将获得的技能: Retrieval-Augmented Generation, Model Context Protocol, Model Deployment, Generative AI Agents, AI Orchestration, Tool Calling, Context Management, Prompt Engineering, Enterprise Architecture, Model Evaluation, Embeddings, Vector Databases
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Strategic Prioritization, Web Analytics, Product Roadmaps, Business Analytics, Analytics, Product Management, Data-Driven Decision-Making, Predictive Modeling, Prioritization, Customer Analysis, Root Cause Analysis, Performance Analysis, Forecasting, User Flows, Performance Metric, Customer Retention, Data Capture, Resource Allocation, Statistical Methods
中级 · 课程 · 3-6 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Technical Documentation, Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Data Analysis, Applied Machine Learning, Network Architecture, Supervised Learning
中级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, Data Warehousing, Data Flow Diagrams (DFDs), Data Pipelines, Diagram Design, Data Integration, Data Lakes, Performance Tuning, Data Governance, Cloud Deployment, Data Modeling, Data Mapping, Trend Analysis, Service Level Agreement, Cloud Computing, Data Literacy, SQL, Apache Kafka, Extract, Transform, Load, Python Programming
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 生成式人工智能, 机器学习, 自然语言处理, 应用机器学习, 人工神经网络, 数据预处理, 嵌入, 递归神经网络 (RNN), 文本挖掘, 张力流
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Extract, Transform, Load, Data Pipelines, Data Transformation, Model Evaluation, MLOps (Machine Learning Operations), Pandas (Python Package), Data Storytelling, Data Preprocessing, PySpark, Data Quality, Apache Spark, Data-Driven Decision-Making, A/B Testing, Data Analysis, Data Visualization, Data Governance, Data Cleansing, Exploratory Data Analysis, Machine Learning
中级 · 课程 · 1-3 个月