Data Analysis Courses and Certifications

Exploratory Data Analysis

6068 ratings at Coursera

Mastering essential exploratory techniques for summarizing data, including R plotting systems, multivariate statistical methods, and advanced graphing tools for high-dimensional data visualization.

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

Microcredential

Data Literacy

Develop critical skills in interpreting statistical results through descriptive statistics, data visualization, measurement, regression modeling, and probability, enhancing your ability to evaluate quantitative analyses.

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

Data – What It Is, What We Can Do With It

165 ratings at Coursera

Explore data analysis fundamentals, including theory development, causal inference, descriptive statistics, and data visualization. Gain essential tools for interpreting and evaluating data-driven insights across various fields.

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

Data Literacy Capstone – Evaluating Research

Apply data literacy skills to critically evaluate original quantitative research, interpreting findings and methodologies. Enhance ability to analyze and utilize scholarly work through hands-on project and peer review.

• Coursera
• 5 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Measurement – Turning Concepts into Data

74 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
• Free Online Course (Audit)

Quantifying Relationships with Regression Models

19 ratings at Coursera

Explore linear regression for measuring variable relationships. Learn to create, interpret, and evaluate bivariate and multivariate models, including binary dependent and interactive models. Develop skills to critically analyze regression analyses.

• Coursera
• 11 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Data Use for Disease Control & Global Health Decision-Making

Learn epidemiologic surveillance techniques, best practices for healthcare data collection and analysis, and apply lessons from the polio eradication effort to inform global health decision-making and planning.

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

The Data Scientist’s Toolbox

166 reviews

Introduction to key data science tools and concepts, covering R, RStudio, version control, and data analysis fundamentals for actionable insights.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

R Programming

245 reviews

Aprenda a programar em R para análise eficaz de dados, incluindo instalação de software, conceitos de programação, funções R, depuração e organização de código.

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

Social Network Analysis

5 reviews

Explore social network structures, dynamics, and analysis techniques. Learn to visualize and predict network evolution using computational methods and software tools.

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

Microcredential

Data Science Fundamentals

Demystify data science through key skills, techniques, and concepts. Explore analytics, statistical modeling, data engineering, big data manipulation, and data mining algorithms.

• Coursera
• 17 weeks, 1 hour a week
• On-Demand
• Paid Course
• 4 courses

Cluster Analysis, Association Mining, and Model Evaluation

41 ratings at Coursera

Explore unsupervised learning, collaborative filtering, and model evaluation techniques. Learn to apply cluster analysis, association rules mining, and regression analytics for data-driven insights and predictions.

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

Data Analysis for Social Scientists

Learn data analysis techniques for social sciences, including probability, statistics, regression, experiments, and machine learning, with real-world applications and R programming instruction.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Introduction to Accounting Data Analytics and Visualization

435 ratings at Coursera

Develop analytical skills for big data in accounting, covering data assembly, visualization, and analysis using Excel, Tableau, and VBA. Learn to apply the FACT framework for data-driven decision-making in various accounting subdomains.

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

Computing for Data Analysis

6 reviews

A hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

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