Data Analysis Courses and Certifications

Go Beyond the Numbers: Translate Data into Insights

898 ratings at Coursera

Discover data storytelling techniques, perform exploratory data analysis, and create effective visualizations using Python and Tableau to translate raw data into actionable insights.

• Coursera
• 1 day 3 hours 30 minutes
• On-Demand
• Paid Course

Intro to Analytic Thinking, Data Science, and Data Mining

157 ratings at Coursera

Explore data science fundamentals, ethical considerations, and business applications. Learn CRISP-DM, analytics types, and practical problem-solving using data science tools and techniques.

• Coursera
• 7 hours 15 minutes
• On-Demand
• Paid Course

Python Data Visualization

548 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 38 minutes
• On-Demand
• Paid Course

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)

Business Data Analytics (14 IIBA PDUs)

883 ratings at Udemy

IIBA® endorsed course. Learn how to apply analysis skills on data projects and prepare for an IIBA®-CBDA certification

• Udemy
• 8 hours 3 minutes
• On-Demand
• Paid Course

Fundamentals of Data Analytics in the Public Sector with R

55 ratings at Coursera

Learn foundational R programming for public sector data analysis, covering key concepts, tidyverse libraries, and custom functions to analyze population and survey data effectively.

• Coursera
• 14 hours 42 minutes
• On-Demand
• Paid Course

Microcredential

Total Data Quality

58 ratings at Coursera

Explore the Total Data Quality framework, focusing on evaluating and maximizing data quality before analysis. Learn essential steps for data collection, understanding sources, and improving quality in scientific investigations.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course

Moneyball and Beyond

53 ratings at Coursera

Explore data analytics in baseball, from basic stats to advanced metrics like WAR. Learn to calculate and analyze performance statistics using Python, enabling informed team and player evaluations.

• Coursera
• 1 day 4 hours 42 minutes
• On-Demand
• Paid Course

Microcredential

Data Science

9 reviews

Master the complete data science pipeline: from asking questions to publishing results. Gain practical skills in data manipulation, visualization, and analysis through hands-on projects using real-world data.

• Coursera
• 28 weeks, 10 hours a week
• On-Demand
• Paid Course
• 11 courses

The Total Data Quality Framework

49 ratings at Coursera

Explore the Total Data Quality Framework, covering measurement, representation, and analysis dimensions. Learn to identify and mitigate threats to data quality in both designed and gathered data.

• Coursera
• 11 hours 59 minutes
• On-Demand
• Paid Course

Prediction Models with Sports Data

41 ratings at Coursera

Learn to forecast sports game outcomes using Python, focusing on logistic regression modeling with team expenditure data. Apply and evaluate models for EPL, NBA, and NHL, exploring betting odds and analytics.

• Coursera
• 1 day 9 hours 28 minutes
• On-Demand
• Paid Course

Politics and Ethics of Data Analytics in the Public Sector

18 ratings at Coursera

Explore ethical challenges in public sector data analytics, including bias and decision-making. Apply skills through a capstone project analyzing policy options using real-world data and RStudio.

• Coursera
• 14 hours 8 minutes
• On-Demand
• Paid Course

Measurement – Turning Concepts into Data

82 ratings at Coursera

Aprenda a criar e avaliar medidas quantitativas para conceitos complexos. Explore níveis de medição, construção de modelos, pesquisas e avaliação da qualidade das medidas para análises eficazes.

• Coursera
• 11 hours 4 minutes
• On-Demand
• Paid Course

Microcredential

Survey Data Collection and Analytics

Comprehensive exploration of survey methodologies, covering questionnaire design, data collection, sampling, missing data handling, and complex data analysis for various research domains.

• Coursera
• 35 weeks, 3 hours a week
• On-Demand
• Paid Course
• 7 courses

Measuring Total Data Quality

Explore metrics for evaluating Total Data Quality at various stages, create quality concept maps, and apply metrics to real data. Learn to assess trade-offs and identify relevant tools for quality evaluation.

• Coursera
• 9 hours 1 minute
• On-Demand
• Paid Course