Datenanalyse-Kurse 可以帮助您分析数据、了解任务和确定结果。您可以在统计、可视化、数据挖掘和基础分析方面获得技能。很多功能都可以在表格、可视化工具和分析工作流程中找到。
University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 模型部署, 图论, Machine Learning 方法, 监督学习, 嵌入, 模型评估, 机器学习, 自动编码器, 大数据, 人工神经网络, 健康信息管理, 医疗保健, 医疗保健项目管理, 深度学习, 应用机器学习, 生成对抗网络 (GAN), 图像分析, 健康信息学, 递归神经网络 (RNN)
高级设置 · 专项课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: 贝叶斯统计, 时间序列分析和预测, 模型评估, 统计分析, 数据展示, 技术交流, 数据分析, 统计推理, R 语言程序设计(中文版), 统计建模, 概率分布, 抽样(统计)
高级设置 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, R (Software), Data Collection, Statistical Inference, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Data Visualization Software
中级 · 课程 · 1-4 周

American Psychological Association
您将获得的技能: Statistical Hypothesis Testing, Sample Size Determination, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Probability, Data Analysis
初级 · 课程 · 1-3 个月

Edureka
您将获得的技能: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), NumPy
中级 · 课程 · 1-3 个月

您将获得的技能: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, HR Tech, Data Science, Advanced Analytics, Scripting Languages, Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Vector Databases, AI Personalization, Embeddings, Hugging Face, MongoDB, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Apache Cassandra, Text Mining, Artificial Intelligence, Machine Learning, Data Science
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Sales Strategy, Sales Pipelines, AI Personalization, Sales Operations, Responsible AI, Lead Generation, Sales Development, Generative AI Agents, Competitive Analysis, Sales Management, Marketing Automation, Customer Relationship Management (CRM) Software, Account Management, Business Process Automation, Business Intelligence, Workflow Management, Market Analysis, Data-Driven Decision-Making, Forecasting
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Applied Machine Learning, Data Preprocessing, Supervised Learning, Machine Learning, Pandas (Python Package), Machine Learning Algorithms, Unsupervised Learning, Feature Engineering, Taxonomy, Data Analysis, Artificial Intelligence, Deep Learning
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: 模型评估, 监督学习, 分类算法, 预测建模, 机器学习, 决策树学习, Matlab, 功能工程, 回归分析, 数据预处理, 逻辑回归, 应用机器学习, 数据清理
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 生成式人工智能, 卷积神经网络, 无监督学习, Machine Learning 方法, 模型评估, 机器学习, 深度学习, 自动编码器, 人工神经网络, 迁移学习, 强化学习, 递归神经网络 (RNN), Keras(神经网络库), 人工智能和机器学习(AI/ML), 生成对抗网络 (GAN), 计算机视觉, 降维
中级 · 课程 · 1-3 个月

您将获得的技能: Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, SQL, Data Warehousing, Query Languages, Database Architecture and Administration, Data Integrity, Power BI, Business Intelligence, Performance Tuning, Generative AI
初级 · 课程 · 1-4 周