Data Analysis Courses and Certifications

Microcredential

Data Analysis with R

Comprehensive R-based data analysis training: from probability and statistics to regression modeling, with emphasis on practical application and effective communication of results.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Data Analysis with R

Master data analysis through R programming, from basic probability to advanced statistical modeling, while learning to create compelling visualizations and reproducible reports for informed decision-making.

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

Data Analysis Tools

414 ratings at Coursera

Develop and test data hypotheses using statistical tests like ANOVA, Chi-Square, and Pearson correlation. Learn to apply appropriate tests and explore statistical interactions using SAS or Python.

• Coursera
• 10 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Framework for Data Collection and Analysis

744 ratings at Coursera

Comprehensive framework for data collection and analysis, covering research design, measurement, quality assessment, and practical applications across various data sources.

• Coursera
• 9 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Meta

Introduction to Data Analytics

5 reviews

Learn practical data analytics skills using the OSEMN framework. Extract, clean, and analyze data to derive insights for improved decision-making. Covers business metrics, data modeling, and result interpretation.

• Coursera
• 16 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Analytics Modeling

5 reviews

Learn essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

• edX
• 16 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Applying Data Analytics in Accounting

57 ratings at Coursera

Explore data analytics in accounting, covering process mining, blockchain, visualization, text analysis, and robotic process automation using tools like R, Alteryx, and UiPath.

• Coursera
• 14 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Tools for Exploratory Data Analysis in Business

48 ratings at Coursera

Develop an analytic mindset and master ETL/EDA processes using PowerBI, RStudio, and Alteryx to extract actionable insights from business data and solve real-world problems.

• Coursera
• 18 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Knowledge Inference and Structure Discovery for Education

Learn how to discover domain structure for knowledge inference.

• edX
• 3 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Python Data Visualization

539 ratings at Coursera

Master Python data visualization techniques, from package installation to creating impactful graphics using Pygal. Develop skills in data acquisition, cleaning, analysis, and visualization for practical applications.

• Coursera
• 8 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Foundations: Data, Data, Everywhere

107689 ratings at Coursera

In this course, you’ll be introduced to the world of data analytics through hands-on curriculum developed by Google.

• Coursera
• 17 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Dark Data Basics - Understanding the Unknown

This course will help you learn the vocabulary and concepts necessary to understand- and use- Dark Data to create value for your organization.

• Coursera
• 11 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Value Creation with Dark Data

In this course, you will learn next-level thinking about value creation with Dark Data, using a principled approach that demonstrates your ability to use dark data to add value to an end-deliverable.

• Coursera
• 11 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Extracting Value from Dark Data: ULEADD

Discover the ULEADD framework for extracting value from hidden data. Learn to identify unknowns, improve decision-making, and create structured solutions in various data scenarios.

• Coursera
• 6 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Dark Data Migration and Architecture

Unlock the potential of hidden data assets through strategies for identifying, extracting, and leveraging dark data to drive organizational value and innovation.

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