基础统计学课程
基础统计学课程可以帮助您学习数据收集方法、描述性统计、概率分布和假设检验。您可以培养解释数据 Set、进行调查和执行 Regression 分析的技能。许多课程都会介绍 Excel、R 和 Python 等工具，这些工具支持数据分析和结果的 Visualization。通过应用这些技能和工具，您可以有效地交流研究结果，并根据统计证据做出明智的决策。
热门基础统计学课程和认证
您将获得的技能: Model Evaluation, Keras (Neural Network Library), Tensorflow, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Machine Learning, Classification Algorithms
University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
LearnQuest
您将获得的技能: 应用程序开发, 计算机编程, 集成开发环境, .NET框架, 开发环境, 软件开发, 调试, 编程原则, Visual Basic（编程语言）, Microsoft 开发工具, 跨平台开发
Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 分子生物学, 免疫学, 肿瘤学, 细胞生物学, 病理学, 药理学, 生理学, 慢性疾病, 内分泌学, 生物化学
The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Problem Solving, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Data Structures, Debugging
University of Colorado Boulder
您将获得的技能: Robotics, Automation, Artificial Intelligence, Simulation and Simulation Software, Control Systems, Simulations, Algorithms, Linear Algebra, Python Programming
University of California San Diego
您将获得的技能: 数据分析, JSON, Matplotlib, Python 编程, Jupyter, 数据处理, Pandas（Python 软件包）, 数据可视化, 数据可视化软件, 数据清理, 数据操作, 数据导入/导出, NumPy, 数据预处理, 网络抓取
University of New Mexico
您将获得的技能: 数据库, 软件架构, 模型-视图-控制器, 用户界面（UI）, 中间件, 软件开发, 关系数据库, 网络应用, Ruby on Rails, Agile 软件开发, 敏捷软件开发, 阿贾克斯, 模型视图控制器, Git（版本控制系统）, Javascript, 应用框架, 全栈式网络开发, 层叠样式表（CSS）, 软件设计模式
University of Colorado Boulder
您将获得的技能: Microarchitecture, Hardware Design, Electronic Hardware, Computer Architecture, Embedded Systems, Hardware Architecture, Electronic Systems, Electronic Components, Performance Tuning, Application Design, Peripheral Devices, System Configuration, Debugging, Digital Design
University of California, Davis
您将获得的技能: Vocabulary, Grammar, Oral Comprehension, Language Competency, Literacy, English Language, Language Learning
DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 深度学习, 无监督学习, 卷积神经网络, 负责任的人工智能, 生成式对抗网络（GANs）, 数据伦理, PyTorch（机器学习库）, 生成模型架构, 图像分析, 人工神经网络
您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
总之，以下是 10 最受欢迎的 basic statistics 课程
- Basic Image Classification with TensorFlow: Coursera
- Statistics and Clustering in Python: University of London
- Visual Basic 程序设计入门: LearnQuest
- 细胞信号传导的基本原理: Korea Advanced Institute of Science and Technology(KAIST)
- Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
- Basic Robotic Behaviors and Odometry : University of Colorado Boulder
- 基本数据处理和可视化: University of California San Diego
- 网络应用程序开发：基本概念: University of New Mexico
- Microcontrollers: Basic Architecture and Design: University of Colorado Boulder
- Basic English Skills: Health & Wellness: University of California, Davis
