Data Analysis Courses and Certifications

ExcelIsFun

Excel 365 and Power BI Intermediate to Advanced - Calculations and Data Analysis

Master advanced Excel 365 and Power BI with comprehensive training covering formulas, data analysis, Power Query, DAX, and dashboard creation from MVP instructor Mike Girvin.

• YouTube
• 1 day 2 hours 19 minutes
• Self-Paced
• Free Video

MySecretMathTutor

Introduction to Statistics - Fundamentals and Data Analysis

Master fundamental statistical concepts including data visualization, sampling methods, descriptive statistics, and calculator techniques for real-world analysis.

• YouTube
• 3 hours 25 minutes
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Serverless Analytics (简体中文)

掌握如何使用AWS IoT Analytics、Cognito、Lambda和SageMaker来处理、聚合和分析多源数据，实现数据驱动的决策制定。

• AWS Skill Builder
• 25 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Fundamentals of Analytics on AWS – Part 1 (简体中文)

Discover AWS 数据分析基础知识，掌握大数据5V特征、分析类型和AWS解决方案，为处理和分析大规模数据做好准备。

• AWS Skill Builder
• 2 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Fundamentals of Analytics on AWS – Part 1 (한국어)

Discover AWS 데이터 분석의 기초와 빅데이터의 5V를 탐구하며, 데이터 처리, 저장, 전송에 관한 AWS 서비스의 포괄적인 활용법을 학습하여 분석 역량을 강화하세요.

• AWS Skill Builder
• 2 hours
• Self-Paced
• Free Certificate

Explore SAP Field Service Management's key functionalities, including workforce scheduling, mobile apps, data analytics, business rules, AI integration, and crowd service to optimize field service operations.

• SAP Learning
• Self-Paced
• Free Online Course

电子商务数据分析

掌握电商数据分析全链路技能，从数据采集、清洗到可视化，运用Excel、Python诊断异常、优化运营策略，输出完整分析报告，驱动商业决策。

• XuetangX
• Self-Paced
• Free Online Course

Positive Psychology: Character, Grit and Research Methods

2 ratings

Explore research methods in Positive Psychology, focusing on character and grit. Learn to develop hypotheses, understand validity, and interpret empirical studies with leading experts.

• Coursera
• 23 hours 31 minutes
• Self-Paced
• Paid Course

Machine Learning for Data Analysis: Regression & Forecasting

476 ratings at Udemy

Machine Learning made simple with Excel! Regression models for advanced data analysis & business intelligence (no code!)

• Udemy
• 2 hours 32 minutes
• Self-Paced
• Paid Course

Career Certificate

Finance & Quantitative Modeling for Analysts

1 rating

Comprehensive program covering quantitative modeling, spreadsheet analysis, financial acumen, and corporate finance fundamentals for aspiring analysts and finance professionals.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Complete Time Series Data Analysis Bootcamp In R

445 ratings at Udemy

Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R

• Udemy
• 5 hours 39 minutes
• Self-Paced
• Paid Course

Data Mining for Business Analytics & Data Analysis in Python

425 ratings at Udemy

Python for Data Analytics & Explainable Artificial Intelligence. Data Mining for Business Data Analytics & Intelligence.

• Udemy
• 9 hours 2 minutes
• Self-Paced
• Paid Course

Data Analysis with R Programming

11827 ratings at Coursera

You’ll discover how R lets you clean, organize, analyze, visualize, and report data in new and more powerful ways.

• Coursera
• 1 day 7 hours 43 minutes
• No Longer Offered
• Paid Course

MongoDB

Data Wrangling with MongoDB

9 ratings

Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.

• Udacity
• 46 hours
• Self-Paced
• Free Online Course

Wharton Business and Financial Modeling Capstone

Develop data-driven business strategies using quantitative models in spreadsheets. Analyze financial data, create optimal portfolios, and present recommendations in a professional PowerPoint presentation.

• Coursera
• 15 hours 47 minutes
• Self-Paced
• Paid Course