University of Toronto
您将获得的技能: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Ggplot2, Visualization (Computer Graphics), R (Software), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Molecular Biology, Design Thinking
中级 · 课程 · 1-3 个月

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

DeepLearning.AI
您将获得的技能: 数据处理, 矢量数据库, LangChain, 文件管理, 检索-增强生成, 数据导入/导出, LLM 申请, Prompt Engineering, 大型语言模型, 嵌入, ChatGPT
初级 · 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

您将获得的技能: Data Preprocessing, Data Visualization, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Python 程序设计, 统计, 探索性数据分析, 统计推理, 描述性统计, 统计可视化, 统计分析, 箱形图, NumPy, 数据可视化软件, Matplotlib, 概率与统计, 数据可视化, Jupyter, 统计方法, 数据分析, 柱状图, 抽样(统计)
初级 · 课程 · 1-4 周
您将获得的技能: Data Cleansing, Snowflake Schema, Data Quality, Data Transformation, Data Validation, Data Manipulation, Data Analysis, SQL, Big Data
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Storytelling, Plotly, Data Presentation, Matplotlib, Interactive Data Visualization, Seaborn, Data Visualization, Data Visualization Software, Statistical Visualization, Scatter Plots
初级 · 指导项目 · 不超过 2 小时

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

Nanjing University
您将获得的技能: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Analysis, Python Programming, Pandas (Python Package), NumPy, Data Visualization, Data Manipulation, Matplotlib, User Interface (UI) Design
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 数据结构, Algorithm, 非结构化数据, 面向对象编程(OOP), 调试, 理论计算机科学, JUnit, 性能调整, Java, 单元测试
中级 · 课程 · 1-3 个月