
Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: Algorithm, 无监督学习, 机器学习算法, 数据结构, 应用机器学习, 模型评估, 统计方法, 数据可视化, 数据挖掘
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据科学, 软件包和软件管理, Pandas(Python 软件包), NumPy, 绘图(图形), 数据导入/导出, Matplotlib, 数据操作, 数据可视化软件, 数据可视化, 柱状图, Seaborn
中级 · 课程 · 1-4 周

您将获得的技能: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Cloud Management, Application Deployment, Databases, SQL, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management, Data Transformation, Scalability, Distributed Computing
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Prompt Engineering, ChatGPT, Data Validation, LLM Application, AI Product Strategy, Data Analysis, Applied Machine Learning, OpenAI, Data-Driven Decision-Making, Analytical Skills, Exploratory Data Analysis, Natural Language Processing
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Sample Size Determination, Data Strategy, Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Research and Design, Version Control, Software Documentation
中级 · 课程 · 1-4 周

Meta
您将获得的技能: Linux, Linux 命令, Algorithm, 命令行界面, 协作软件, 测试驱动开发(TDD), 软件版本控制, Django (网络框架), 数据库管理员, 计算思维, 软件可视化, 数据完整性, 数据仓库, MySQL, Query 语言, 数据库架构与管理, 伪代码, 数据库管理, 编程原则, 单元测试
初级 · 专业证书 · 3-6 个月

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

University of Colorado Boulder
您将获得的技能: 数据科学, R 语言程序设计(中文版), 统计分析, 统计, 统计推理, 抽样(统计), 概率, 概率分布, 数据操作, 描述性统计, R(软件), 统计方法, 数据分析, 柱状图, 统计假设检验
攻读学位
初级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
中级 · 课程 · 1-4 周