认知科学课程可以帮助您了解人类感知、语言处理、决策和神经网络。您可以培养批判性思维、数据分析和实验设计方面的技能,这些技能对于理解思维如何运作至关重要。许多课程都会介绍一些工具,如用于数据分析的 Python、用于研究的统计软件以及用于认知过程建模的模拟程序,让您能够在实际环境中应用所学知识。

University of Illinois Urbana-Champaign
您将获得的技能: Environmental Monitoring, Hydrology, Environmental Engineering and Restoration, Water Resource Management, Land Management, Natural Resource Management, Water Resources, Environmental Resource Management, Environment and Resource Management, Water Quality, Climate Change Adaptation, Environmental Science, Adaptability, Biology, Research Reports, Environment, Geospatial Information and Technology, Technical Documentation, Environmental Regulations, Environmental Laws
中级 · 专项课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Matplotlib, Exploratory Data Analysis, Data Presentation, Data Science, Plot (Graphics), Regression Analysis, Financial Data, Data Analysis, Business Analytics, Data Cleansing, Machine Learning Algorithms, Correlation Analysis, Advanced Analytics, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

MathWorks
您将获得的技能: 数据预处理, Model Evaluation, 分类算法, 迁移学习, 机器学习算法, 交通流优化, 监督学习, Matlab, 图像分析, Algorithm, 深度学习, 机器学习, 模型培训, 计算机视觉, 算法, 机器学习方法, 地理空间信息与技术, Transfer Learning, 模型评估, 异常检测
中级 · 专项课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: Scientific Visualization, Data Literacy, Data Visualization Software, Animations, Data Presentation, Video Editing, Data Storytelling, Adobe After Effects, Graphics Software, Storyboarding, Adobe Premiere, Peer Review, Motion Graphics, Autodesk Maya, Post-Production, Computer Graphic Techniques, Technical Communication, Style Guides, Scripting, Professional Development
中级 · 课程 · 1-3 个月

John Wiley & Sons
您将获得的技能: Statistical Methods, Exploratory Data Analysis, Data Quality, Statistics, Data Analysis, Data Science, Statistical Analysis, Probability & Statistics, Data Storage, Data Collection, Data Management, Data Pipelines, Statistical Machine Learning, Data-Driven Decision-Making, Applied Mathematics, Interactive Data Visualization, Calculus, Probability Distribution, Machine Learning, Linear Algebra
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Model Evaluation, 数据湖, 大数据, Microsoft Azure, Apache Spark, 探索性数据分析, 数据管道, PySpark, 深度学习, 模型部署, 微软 Azure, 机器学习, 数据转换, 模型培训, MLOps(机器学习运营), 数据处理, 机器学习方法, 数据操作, Databricks, 模型评估, 分布式计算
中级 · 课程 · 1-3 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Laboratory Research, Scientific Visualization, Laboratory Equipment, Chemistry, Physics, Applied Mathematics
中级 · 课程 · 1-3 个月

您将获得的技能: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Object Oriented Programming (OOP), Pandas (Python Package), Plot (Graphics), Data Structures, Unit Testing, Object Oriented Design, Python Programming, File I/O, Data Visualization Software, Algorithms, Interactive Data Visualization, Machine Learning Methods, Computational Thinking, Programming Principles, Computer Programming, Program Development
中级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Matplotlib, A/B Testing, Plot (Graphics), Box Plots, Sampling (Statistics), Statistical Hypothesis Testing, Predictive Analytics, Data Analysis, Regression Analysis, Statistical Inference, Descriptive Statistics, Statistical Methods, Data Science, NumPy, Machine Learning, Python Programming
初级 · 专项课程 · 1-4 周

Illinois Tech
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Statistical Programming, Data Analysis, Logistic Regression, R Programming, Verification And Validation
攻读学位
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 信息学, 数据分析, 数据库, 数据质量, 大数据, 医疗保健行业知识, 健康信息学, 临床数据管理, 医疗记录, 医疗保健, 卫生系统, 数据整合, 临床信息学, 数据科学, 健康技术, 数据访问, 互操作性, 健康信息管理, 电子病历系统, 查询语言
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 数据预处理, 工程实践, 定量研究, 图像分析, 文件管理, 医学影像, Matlab, Algorithm, 空间分析, 数字信号处理, 地理空间信息与技术, 图像质量, 计算机视觉, 数学软件, 数据存储, 算法, 空间数据分析, 文件输入/输出, 自动化, 异常检测
初级 · 专项课程 · 1-3 个月