Data Analysis Courses and Certifications

Principles of fMRI 1

2 ratings

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
• Self-Paced
• Paid Course

Executive Data Science Capstone

2 ratings

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
• Self-Paced
• Paid Course

Career Certificate

Microsoft Power BI and Power Platform for Productivity

823 ratings at Coursera

Master data analysis, business intelligence, and automation using Microsoft Power BI and Power Platform. Create compelling visualizations, design dashboards, automate processes, build apps, and develop chatbots for data-driven decision-making.

• Coursera
• 16 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 10 courses

Foundations of Sports Analytics: Data, Representation, and Models in Sports

Explore Python-based sports analytics techniques to analyze team and player performance across major leagues, focusing on regression analysis and data representation methods.

• Coursera
• 2 days 1 hour 24 minutes
• Self-Paced
• Paid Course

Systems Science and Obesity

2 ratings

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
• Self-Paced
• Paid Course

Career Certificate

Social Computing

16 ratings at Coursera

Master social computing techniques to analyze networks, develop chatbots, optimize AI with crowdsourcing, and solve real-world problems using advanced tools and methodologies.

• Coursera
• 16 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 4 courses

How to Describe Data

Develop critical skills to evaluate and interpret data in everyday life, focusing on uncertainty, measurement, and statistical literacy without complex math.

• Coursera
• 9 hours 9 minutes
• Self-Paced
• Paid Course

Decoding AI: A Deep Dive into AI Models and Predictions

Explore AI's fundamentals, debunk myths, and gain strategies for meaningful discussions about its societal impact. Develop critical thinking skills to navigate AI's role in various fields.

• Coursera
• 10 hours 4 minutes
• Self-Paced
• Paid Course

How Science Turns Data Into Knowledge

Evaluate scientific claims, understand research methods, and interpret statistical results critically. Gain skills to analyze science news and develop a nuanced perspective on data and information.

• Coursera
• 11 hours 2 minutes
• Self-Paced
• Paid Course

Answering Interesting Questions with Data

Learn to scrape, manage, and visualize data from the internet using Python, SQL, and various tools. Develop skills to answer complex questions through effective data analysis and representation.

• Coursera
• 1 day 5 hours 32 minutes
• Self-Paced
• Paid Course

Python Debugging Capstone Project: Fixing and Extending Code

Master debugging and extending Python code using NumPy, pandas, and SciPy while applying the OILER framework to analyze complex datasets and create clean, maintainable documentation.

• Coursera
• 15 hours 21 minutes
• Self-Paced
• Paid Course

Data Science Projects: Data Analysis, ML, and Deployment

318 ratings at Udemy

Hands-On Data Science Projects: Streamlit & FastAPI for Real-World ML Model Deployment and Visualization

• Udemy
• 2 hours
• Self-Paced
• Paid Course

Simple Regression Analysis in Public Health

1 rating

Learn to apply simple regression methods in public health, including linear, logistic, and Cox regression. Practice interpreting data and performing calculations using real-world examples.

• Coursera
• 13 hours 56 minutes
• Self-Paced
• Paid Course

Code Free Data Science

217 ratings at Coursera

Gain essential data science skills using KNIME Analytics Platform. Learn predictive modeling, data manipulation, and machine learning without coding. Apply algorithms to real data and interpret results.

• Coursera
• 14 hours 17 minutes
• Self-Paced
• Paid Course

Qualitative Research

477 ratings at Coursera

Explore qualitative research methods, from design to analysis. Learn to create research instruments, recruit participants, conduct focus groups, and interpret data for effective market research.

• Coursera
• 14 hours 41 minutes
• Self-Paced
• Paid Course