Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

您将获得的技能: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 概率与统计, 统计分析, 深度学习, 决策树学习, 数据预处理, 数据分析, 模型评估, 预测建模, 逻辑回归, 功能工程, 应用机器学习, 机器学习, 风险模型, 随机森林算法, 预测
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: AI Enablement, Regulatory Requirements, Responsible AI, Compliance Management, Business Transformation, Risk Analysis, Regulation and Legal Compliance, Business Solutions, Cross-Functional Team Leadership, Key Performance Indicators (KPIs), Digital Transformation, Business Risk Management, Scalability, Risk Management, Culture Transformation, Cross-Functional Collaboration, Data-Driven Decision-Making, Employee Training
初级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Responsible AI, Large Language Modeling, Data Ethics, Machine Learning, Applied Machine Learning, Artificial Intelligence, Supervised Learning, Predictive Modeling, Artificial Neural Networks, Unsupervised Learning, Deep Learning, Reinforcement Learning
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Data Modeling, Data Infrastructure, Real Time Data, Data Management, Database Systems, Data Architecture, Big Data, Data Processing, Database Management Systems, Unstructured Data, Scalability
混合 · 课程 · 1-3 个月
University of London
您将获得的技能: 描述性统计, 概率与统计, 概率分布, 数据分析, 统计推理, 数学建模, 概率, 统计假设检验, 统计建模, 风险模型, 数据可视化, 数据驱动的决策制定, 抽样(统计), 统计
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 概率与统计, Machine Learning 方法, 嵌入, 自然语言处理, 统计机器学习, 功能工程, 分类算法, 监督学习, 文本挖掘, 降维
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 概率与统计, 统计分析, 数据分析, 回归分析, 统计建模, 模型评估, 统计推理, 逻辑回归
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据叙事, 数据可视化软件, 技术交流, 案例研究, 商业分析, 沟通, 演讲, 数据展示, 数据分析, 分析, 数据驱动的决策制定, 统计报告
中级 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 迁移学习, 计算机视觉, 张力流, 深度学习, 分布式计算, 分类算法, 生成式人工智能, 人工神经网络, Keras(神经网络库), 模型评估, 自动编码器, 性能调整, 网络架构, 卷积神经网络, 图像分析, 可视化(计算机制图), 生成模型架构
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月

多位教师
您将获得的技能: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Time Series Analysis and Forecasting, Statistical Machine Learning, Technical Analysis, Deep Learning, Securities Trading, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月