Data Analysis Courses and Certifications

Executive Data Science Capstone

1554 ratings at Coursera

Lead a virtual data science team at Zillow, making key decisions to shepherd a complex analysis project from start to finish. Apply your skills in a real-world scenario and prepare a final presentation.

• Coursera
• 2 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Principles of fMRI 1

825 ratings at Coursera

This course covers the design, acquisition, and analysis of Functional Magnetic Resonance Imaging (fMRI) data. A book related to the class can be found here: https://leanpub.com/principlesoffmri

• Coursera
• 8-9 hours
• On-Demand
• Free Online Course (Audit)

Systems Science and Obesity

203 ratings at Coursera

Explore obesity through systems science, examining population-level factors, complex interactions, and modeling techniques to understand and address this public health challenge.

• Coursera
• 10 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Python Project: Software Engineering and Image Manipulation

1468 ratings at Coursera

Hands-on project using Python to manipulate images, apply OCR, and work with APIs. Practice real-world software engineering skills and create a portfolio-worthy project.

• Coursera
• 8 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Fitting Statistical Models to Data with Python

690 ratings at Coursera

Explore statistical modeling techniques like regression and Bayesian inference. Learn to fit models to data, assess quality, and generate predictions using Python libraries such as Statsmodels and Pandas.

• Coursera
• 14 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Inferential Statistical Analysis with Python

908 ratings at Coursera

Explore inferential statistics using Python, covering confidence intervals and hypothesis testing for various population parameters. Apply concepts to real-world case studies using statistical libraries.

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

Microcredential

Finance & Quantitative Modeling for Analysts

Comprehensive program covering quantitative modeling, spreadsheet analysis, financial acumen, and corporate finance fundamentals for aspiring analysts and finance professionals.

• Coursera
• 17 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses

Wharton Business and Financial Modeling Capstone

490 ratings at Coursera

Develop data-driven business strategies using quantitative models in spreadsheets. Analyze financial data, create optimal portfolios, and present recommendations in a professional PowerPoint presentation.

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

Introductory Biology

3 reviews

The course focuses on the application of fundamental principles, toward an understanding of microorganisms as geochemical agents responsible for the evolution and renewal of the biosphere and of their role in human health and disease.

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

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

3 reviews

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

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

Foundations of strategic business analytics

8 reviews

Aprenda a aplicar análise estatística em contextos empresariais, desde marketing até recursos humanos. Desenvolva habilidades em análise, TI, negócios e comunicação para gerar insights acionáveis e eficientes.

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

The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts.

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

Google Maps APIs

1 review

This course will introduce you to the content available through the Google Maps APIs through building a real-estate listings web application step-by-step.

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

Microcredential

Data Product Manager

195 ratings at Udacity

Develop expertise in data science, infrastructure, and iterative design to enhance product management skills for tech-savvy professionals seeking self-sufficiency in data-driven development.

• Udacity
• 2 months 3 weeks 2 hours 48 minutes
• On-Demand
• Paid Course

Master data architecture, design systems, handle big data, and implement governance for advanced enterprise solutions.

• Udacity
• 3 months 2 weeks 3 days 17 hours 36 minutes
• On-Demand
• Paid Course