Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Convolutional Neural Networks, Machine Learning Methods, Applied Machine Learning, Network Architecture
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Matplotlib, 数据导入/导出, 数据库, 面向对象编程(OOP), Python 程序设计, 数据持久性, 数据操作, Pandas(Python 软件包), 数据库应用, 脚本, 数据处理, 文件输入/输出, 关系数据库, 调试, Query 语言, NumPy, 数据可视化, 面向对象设计
初级 · 课程 · 1-4 周

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

University of Colorado Boulder
您将获得的技能: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Data Manipulation, Histogram, Taxonomy, Data Import/Export
初级 · 课程 · 1-3 个月

Scrimba
您将获得的技能: Cascading Style Sheets (CSS), Responsive Web Design, HTML and CSS, Web Design and Development, Front-End Web Development, Web Design, Computer Programming
中级 · 课程 · 1-4 周

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Large Language Modeling, OpenAI API, Hugging Face, ChatGPT, Embeddings, AI Workflows, Development Environment, Generative AI Agents, Retrieval-Augmented Generation, Vector Databases, Python Programming, Document Management, Application Development, Context Management
中级 · 课程 · 3-6 个月

Coursera
您将获得的技能: Data Manipulation, Tidyverse (R Package), Data Wrangling, Data Analysis, R Programming, Exploratory Data Analysis, Statistical Analysis
初级 · 指导项目 · 不超过 2 小时

Codio
您将获得的技能: Algorithms, Data Structures, Java, Theoretical Computer Science, Computer Programming, Computational Thinking
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Dimensionality Reduction, Graphing
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Large Language Modeling, Model Evaluation, Hugging Face, Data Preprocessing, Transfer Learning, Generative AI
初级 · 项目 · 不超过 2 小时

您将获得的技能: Apple iOS, Apple Xcode, Swift Programming, Mobile Development, Objective-C (Programming Language), User Interface (UI), Development Environment, Simulations, Storyboarding
初级 · 课程 · 1-4 周

您将获得的技能: Plotly, Data Visualization, Datamaps, Data Visualization Software, Scatter Plots, Jupyter, Python Programming, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Medical Science and Research
初级 · 指导项目 · 不超过 2 小时