Data Analysis Courses and Certifications

Reproducible Research

27 reviews

Aprenda conceitos e ferramentas para realizar análises de dados reprodutíveis, incluindo programação literária, Markdown e knitr. Desenvolva habilidades para publicar documentos científicos verificáveis e reutilizáveis.

• Coursera
• 7-8 hours
• On-Demand
• Free Online Course (Audit)

ExcelIsFun

Excel Data Analysis Basics Class - Data Analysis & BI Made Easy with Excel Power Tools

29 reviews

Learn Excel data analysis using Power Tools: formulas, PivotTables, Power Query, Power Pivot, and Power BI. Create reports, dashboards, and visualizations for effective business decision-making with real-world datasets.

• YouTube
• 6 hours
• On-Demand
• Free Video

Data Analysis with Python

23 reviews

Learn Python-based data analysis using Numpy, Pandas, and visualization libraries. Covers data cleaning, manipulation, and visualization techniques for extracting insights from various data sources.

• freeCodeCamp
• 300 hours
• On-Demand
• Free Certificate

The Analytics Edge

80 reviews

Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life.

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

• Best of All Time

Alex the Analyst

Data Analyst Bootcamp

9 reviews

Master SQL, Excel, Tableau, Power BI, and Python for data analysis. Gain practical skills through hands-on projects and build a professional portfolio to launch your career.

• YouTube
• 20 hours
• On-Demand
• Free Video

Stanford Seminar - Theories of Inference for Visual Analysis

Explore theories of visual inference, including uncertainty visualization, effect size judgments, and Bayesian cognition. Learn how visualizations support causal inference and model checks in data analysis.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

How to Analyze Research Data - Kristin Sainani

Practical guide to analyzing research data using real mental health data in athletes, with tips for improving rigor and reproducibility in research.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Managing Data Analysis

9 reviews

Learn to effectively manage data analysis processes, from question formulation to result interpretation. Gain skills in directing teams, exploring datasets, and creating impactful presentations of statistical findings.

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

People Analytics

5 reviews

Explore data-driven techniques for recruiting, retaining, and managing talent. Learn to leverage analytics for performance evaluation, staffing, collaboration, and talent development in organizations.

• Coursera
• 8 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

The Analytics Edge (Spring 2017)

2 reviews

This course presents real-world examples in which quantitative methods provide a significant competitive edge that has led to a first order impact on some of today's most important companies.

• MIT OpenCourseWare
• 16 hours
• On-Demand
• Free Video

Introduction to Systematic Review and Meta-Analysis

6 reviews

Learn systematic review and meta-analysis methods for clinical trials, including question formulation, evidence search, data extraction, bias assessment, and result interpretation.

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

Microcredential

Intro to Data Analysis with Python

149 ratings at CodeSignal

Master Python-based data analysis fundamentals through hands-on practice with libraries like NumPy and Pandas, from cleaning and preprocessing to statistical analysis and creating compelling visualizations.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses

Microcredential

Data Analysis 101 with R

11 ratings at CodeSignal

Master data analysis fundamentals using R, from data manipulation and cleaning to statistical testing and visualization with ggplot2. Create compelling insights through hands-on practice with real datasets.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses

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