Data Analysis Courses and Certifications

Advanced analysis of outliers in R and Matlab

21 ratings at Udemy

Learn robust data analysis with R and Matlab, the key in Data Mining, Statistics, and Machine Learning.

• Udemy
• 9 hours
• On-Demand
• Paid Course

Web Analytics - Learn Nuts & Bolts of Web Analytics

19 ratings at Udemy

Understand the Visitor Behaviour on a Website and Hence, the Ultimate Guide to High Conversion Rates

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Analyzing and Visualizing Data the Google Way

20 ratings at Coursera

Learn to analyze and visualize data using Google Cloud tools like BigQuery and Connected Sheets, enabling effective data-driven decision-making and stakeholder communication.

• Coursera
• 7 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Codio

Data Analysis in R with RStudio & Tidyverse

18 ratings at Coursera

Learn foundational data analysis in R using RStudio and Tidyverse. Covers descriptive statistics, data wrangling, and statistical tests through hands-on coding exercises and real-world applications.

• Coursera
• 9 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Marketing Analytics for Business

17 ratings at DataCamp

Discover how Marketing Analysts use data to understand customers and drive business growth.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

CertNexus

Analyze Data

17 ratings at Coursera

Gain insights through data analysis techniques, statistical methods, and visualizations. Learn to preprocess data for machine learning applications.

• Coursera
• 20 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Codio

Data Analysis in Python with pandas & matplotlib in Spyder

16 ratings at Coursera

Learn Python data analysis using pandas and matplotlib in Spyder. Import data, perform statistical tests, and visualize results. Hands-on approach with instant feedback and real-world application.

• Coursera
• 10 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Coursera Instructor Network

Mastering Portfolio Analysis

15 ratings at Coursera

Learn essential portfolio analysis skills, from basics to advanced strategies, empowering you to evaluate investments, manage risks, and make informed financial decisions.

• Coursera
• 1 hour 33 minutes
• On-Demand
• Paid Course

BIG DATA Analytics with AWS and Microsoft Azure

11 ratings at Udemy

HDInsight | Spark | Jupyter | Zappelin | Stream Analytics | Athena | CloudSearch

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Data-Driven Decision Making for Business

12 ratings at DataCamp

Discover how to make better business decisions by applying practical data frameworks—no coding required.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Using Data for School Improvement

Learn strategies for collecting, analyzing, and utilizing student data to drive school improvement and create a vision for positive change.

• Study.com
• 4 hours
• On-Demand
• Paid Course

Measuring the Effectiveness of Learning Initiatives

Learn to evaluate and improve learning initiatives using proven models, data-driven approaches, and effective measurement techniques for organizational success.

• Study.com
• 2 hours 24 minutes
• On-Demand
• Paid Course

在 R 語言導論中我們介紹了一種資料類型叫資料框，實務中我們面對的多數資料分析專案都是將原始資料讀為一個資料框再開始進行後續工作。

• DataCamp
• On-Demand
• Free Trial Available

Are all Yelp restaurant reviews created equal? You will learn the techniques to “cut through the noise” and deliver useful metrics for finding a great place to eat on Friday night!

• DataCamp
• On-Demand
• Free Trial Available

Microcredential

Google Data Analytics

Gain in-demand data analytics skills from Google experts. Learn to collect, transform, and analyze data for informed decision-making. Prepare for entry-level jobs with a median salary of $92,000 in just 6 months.

• Coursera
• On-Demand
• Paid Course
• 8 courses