Data Analysis Courses and Certifications

Smart Cities.

Explore how New Zealand is using technology and data to design sustainable smart cities.

• edX
• 6 weeks, 3-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Introduction to Time Series

Learn to analyze and forecast time series data using ARMA, ARIMA, and SARIMA models. Master statistical techniques, model selection, and practical applications with R for effective data-driven decision-making.

• Coursera
• 2 days 3 hours 38 minutes
• Self-Paced
• Paid Course

ELM: CSU Math Study Guide

Comprehensive study guide covering algebra, geometry, and data analysis for the ELM math placement exam, featuring video lessons, practice problems, and quizzes to maximize test performance.

• Study.com
• 19 hours 36 minutes
• Self-Paced
• Paid Course

Clemson University

Applied Data Science

Discover how to extract knowledge from complex data sets using tools from computer science, statistics, visualization, and social sciences, illustrated with real-world case studies.

• Coursera
• 20 hours 52 minutes
• Self-Paced
• Paid Course

Engaging in Improving Patient Experience Through Analytics

Explore data-driven strategies to enhance patient experience in healthcare, covering prediction methods, recommendation systems, operational considerations, and building a business case for decision support.

• Coursera
• 15 hours 3 minutes
• Self-Paced
• Paid Course

General Studies Math: Help & Review

Comprehensive review of essential math concepts, from fractions to geometry, with practice problems to reinforce learning and prepare for exams.

• Study.com
• 22 hours 16 minutes
• Self-Paced
• Paid Course

Coursera

Mixed Methods Research: Bridging Qualitative & Quantitative

Master the integration of qualitative and quantitative research approaches to design robust studies, analyze diverse datasets, and deliver actionable insights across healthcare, education, business, and other fields.

• Coursera
• 5 hours 4 minutes
• Self-Paced
• Paid Course

Eindhoven University of Technology

MaaS: Adoption and Use

Evaluate MaaS potential in cities using data collection methods. Analyze citizen preferences to determine service design, adoption rates, and environmental impact of mobility solutions.

• Coursera
• 1 hour 6 minutes
• Self-Paced
• Paid Course

Statistical Learning

Explore cutting-edge statistical analysis techniques, from regression to advanced methods like kernel smoothing and support vector machines. Enhance data interpretation skills with hands-on Python examples.

• Coursera
• 4 days 18 hours 15 minutes
• Self-Paced
• Paid Course

Aptly Microcredential

Marketing with TikTok

Learn to create engaging TikTok content, develop marketing strategies, run ad campaigns, and analyze data to build a strong brand presence and drive e-commerce success on the platform.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Practical Engineering Data Mining: Techniques and Uses

Master data mining fundamentals and techniques through hands-on engineering applications, from preprocessing to clustering, while implementing real-world case studies across manufacturing, healthcare, and business sectors.

• Coursera
• 11 hours 7 minutes
• Self-Paced
• Paid Course

Microcredential

Introduction to Business Analytics and Information Economics

Learn to leverage data analytics for business success, understand information economics, and master data monetization strategies for competitive advantage in the digital age.

• Coursera
• 17 weeks, 3 hours a week
• Self-Paced
• Paid Course
• 4 courses

State Bank of India

Introduction to Machine Learning for Finance

Explore machine learning in finance: data analysis, supervised/unsupervised learning, NLP, time series forecasting. Gain practical skills for banking innovation and ethical AI implementation.

• edX
• 4 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Knowledge Accelerators

Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills

Master Excel fundamentals: navigate interface, organize data with tables/functions, create formulas, apply formatting, and build charts to transform raw numbers into meaningful insights.

• Coursera
• 1 hour 28 minutes
• Self-Paced
• Paid Course

3rd-5th Grade Math: Practice & Review

Comprehensive math review for grades 3-5 covering arithmetic, geometry, fractions, decimals, and more. Video lessons and practice materials enhance understanding of key concepts and problem-solving skills.

• Study.com
• 1 day 9 hours 36 minutes
• Self-Paced
• Paid Course