获得晋升所需的知识和技能。
此角色有 US$145,280 工资中位数¹.
A Data Scientist analyzes large datasets to uncover insights, using statistics, machine learning, and visualization to inform business strategies.
此角色有 US$145,280 工资中位数¹.
提供方
IBM
专项课程
多位教师
专项课程
IBM
攻读学位
专项课程
多位教师
专项课程
EDUCBA
课程
EDUCBA
课程
专项课程
Pearson
专项课程
在整个课程(说明和评估)中使用的语言。
University of Colorado Boulder
您将获得的技能: 统计建模, 线性代数, 预测建模, 定量研究, 统计假设检验, 数据分析, 数据建模, 研究设计, 统计分析, R 语言程序设计(中文版), 统计推理, 机器学习, 回归分析, 分类与回归树 (CART), 数学建模, 数据科学, 概率分布, 统计方法, 数据伦理, 概率与统计
攻读学位
中级 · 专项课程 · 3-6 个月
Johns Hopkins University
您将获得的技能: 统计建模, 数据分析, 预测建模, 统计推理, 相关性分析, 统计分析, 回归分析, 统计方法, 概率与统计
混合 · 课程 · 1-4 周
您将获得的技能: Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Predictive Analytics, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Statistical Methods, Exploratory Data Analysis
混合 · 课程 · 1-4 周
IBM
您将获得的技能: 数据清理, 交互式数据可视化, 数据导入/导出, Python 程序设计, 数据分析, 数据转换, 数据操作, 数据科学, 探索性数据分析, 编程原则, 数据整理, 数据可视化软件, Matplotlib, 机器学习, 预测建模, 仪表板, Pandas(Python 软件包), Plotly, 数据可视化, 网页抓取
攻读学位
初级 · 专项课程 · 3-6 个月
您将获得的技能: PySpark, Apache Spark, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Statistical Machine Learning, Unsupervised Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Data Pipelines
混合 · 课程 · 1-4 周
University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
攻读学位
初级 · 专项课程 · 1-3 个月
您将获得的技能: Feature Engineering, SAS (Software), Classification And Regression Tree (CART), Predictive Modeling, Statistical Modeling, Regression Analysis, Predictive Analytics, Applied Machine Learning, Statistical Methods, Data Processing, Data Manipulation, Data Cleansing, Data Transformation, Statistical Analysis, Exploratory Data Analysis
混合 · 课程 · 1-4 周
您将获得的技能: SAS (Software), Predictive Modeling, Predictive Analytics, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Exploratory Data Analysis, Statistical Methods, Probability & Statistics, Big Data, Plot (Graphics), Data Analysis, Data Literacy, Data Analysis Software, Advanced Analytics, Feature Engineering, Performance Analysis, Performance Measurement
中级 · 专业证书 · 3-6 个月
您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Natural Language Processing, Unstructured Data, Data Analysis, Forecasting, Statistical Analysis, Data Quality, Time Series Analysis and Forecasting, Exploratory Data Analysis
中级 · 课程 · 1-3 个月
多位教师
您将获得的技能: Dashboard, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Pandas (Python Package), Correlation Analysis, Web Scraping, NumPy, Data Import/Export, Probability & Statistics, Programming Principles, Predictive Modeling, Big Data, Computer Programming Tools, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月
Simplilearn
您将获得的技能: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling, Algorithms
初级 · 课程 · 1-4 周
您将获得的技能: Feature Engineering, Supervised Learning, Exploratory Data Analysis, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Pandas (Python Package), NumPy, Data Cleansing, Data Manipulation
混合 · 课程 · 1-4 周