Data Analysis Courses and Certifications

Simon Sez IT

Data Cleaning in Excel - Text Functions and Power Query

8 reviews

Learn essential data cleaning techniques in Excel using text functions and Power Query. Master importing, formatting, and manipulating data for accurate analysis and improved efficiency.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Análisis Multivariable en SPSS

23 reviews

En este curso en línea te enseñaremos como realizar Análisis Multivariado para la toma de decisiones en los negocios, personales y en las instituciones, utilizando bases de datos multivariantes.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Pattern Discovery in Data Mining

21 reviews

Explore data mining concepts, methodologies, and applications, focusing on pattern discovery. Learn scalable methods for massive transactional data, evaluation measures, and techniques for mining diverse patterns.

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

Core Concepts in Data Analysis

7 reviews

Explore data analysis through summarization and correlation, covering visualization, 1D/2D analysis, multivariate correlations, principal components, and clustering using practical examples and modern techniques.

• Coursera
• Finished
• Free Online Course (Audit)

Intro to SQL

8 reviews

Learn SQL for working with databases, using Google BigQuery.

• Kaggle
• 3 hours
• On-Demand
• Free Certificate

Data Analysis for Social Scientists

13 reviews

Learn methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest.

• edX
• 11 weeks, 12-14 hours a week
• Finished
• Free Online Course (Audit)

Data Science: Linear Regression

25 ratings at edX

Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Probabilistic Graphical Models 3: Learning

299 ratings at Coursera

Learn to build probabilistic graphical models from data, covering parameter estimation, structure learning, and handling incomplete data. Explore advanced techniques for both directed and undirected models.

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

Case study: DNA methylation data analysis

2 reviews

Basic workflow for analyzing DNA methylation data.

• edX
• 1 week
• Finished
• Free Online Course (Audit)

Calculus Applied!

32 ratings at edX

Apply tools of single-variable calculus to create and analyze mathematical models used by real practitioners in social, life, and physical sciences.

• edX
• 10 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Bayesian Statistics

12 reviews

Learn to apply Bayesian methods for statistical inference, decision-making, and regression. Update prior probabilities, make optimal decisions, and implement model averaging using R software.

• Coursera
• 1 day 10 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Digital Humanities

42 ratings at edX

Develop skills in digital research and visualization techniques across subjects and fields within the humanities.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science: Productivity Tools

34 ratings at edX

Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

MongoDB

Data Wrangling with MongoDB

9 reviews

Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Stanford Seminar - Interactive Biotechnology - Cloud Labs, Biotic Games, Museum Exhibits, DIY Kits

3 reviews

Explore interactive biotechnology through cloud labs, biotic games, museum exhibits, and DIY kits. Discover innovative approaches to learning and experimenting with living organisms using technology.

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