Data Analysis Courses and Certifications

MIT RES.6-012 Introduction to Probability, Spring 2018

Comprehensive introduction to probability theory, covering key concepts, tools, and applications. Explores discrete and continuous probability, random variables, inference, and stochastic processes through lectures and examples.

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

Chandra Astrophysics Institute

Immersive year-long program offering hands-on astrophysics research experience using Chandra X-ray Observatory data. Develop skills in scientific investigation, technology, and collaboration while exploring various astronomical systems.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Social Media Data Analytics

293 ratings at Coursera

Explore social media data analytics using APIs, process structured and unstructured data, derive insights, and analyze sentiments. Learn to collect, analyze, and visualize data from various platforms.

• Coursera
• 12 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

User Experience: Research & Prototyping

903 ratings at Coursera

Learn user experience design through research, ideation, synthesis, and prototyping techniques. Gain practical skills to understand user needs, generate ideas, analyze data, and create effective prototypes for meaningful design solutions.

• Coursera
• 11 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Big Data - Capstone Project

396 ratings at Coursera

Analyze simulated game data using various big data tools to gain insights, improve gameplay, and create compelling reports for "Catch the Pink Flamingo".

• Coursera
• 20 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Teaching Impacts of Technology: Workplace of the Future

Explore how technology reshapes careers, workplace dynamics, and skill requirements. Learn about cloud computing, data science, and online job platforms while gaining insights into future work trends.

• Coursera
• 12 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Code Free Data Science

205 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
• On-Demand
• Free Online Course (Audit)

Capstone Project: Teaching Impacts of Technology

Prepare to teach AP Computer Science Principles by analyzing computing innovations, assessing student work, and creating your own project on technology's societal impacts.

• Coursera
• 6 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

Practical Time Series Analysis

1688 ratings at Coursera

Explore sequential data analysis, visualization, and forecasting using R. Learn mathematical models and techniques to understand and predict trends in stock prices, rainfall, and more.

• Coursera
• 1 day 1 hour 58 minutes
• On-Demand
• Free Online Course (Audit)

Excel Fundamentals for Data Analysis

6 reviews

As data becomes the modern currency, so the ability to analyse the data quickly and accurately has become of paramount importance.

• Coursera
• 15 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Analyzing the Universe

6 reviews

Explore x-ray astronomy using NASA satellite data to uncover cosmic mysteries like neutron stars, black holes, and supernovae. Analyze energy spectra and time series data with DS9 imaging tool.

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

Microcredential

Statistics with R

Comprehensive R-based data analysis program covering probability, inference, regression, and Bayesian statistics. Develop practical skills for data visualization, wrangling, and reproducible reporting.

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

Microcredential

Machine Learning

1 review

Gain practical experience in prediction, classification, clustering, and information retrieval through case studies. Learn to analyze complex datasets and build adaptive, intelligent systems.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 4 courses

Inferential Statistics

2709 ratings at Coursera

Explore inferential statistics through hypothesis testing, p-values, and data analysis using R. Learn to interpret and report results for numerical and categorical data with confidence.

• Coursera
• 16 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Python and Pandas for Data Engineering

216 ratings at Coursera

Learn Python and Pandas for data engineering, covering environment setup, data manipulation, and analysis. Gain hands-on experience with Jupyter, Vim, and VS Code while exploring essential Python concepts and Pandas operations.

• Coursera
• 2 days 3 hours 52 minutes
• On-Demand
• Free Online Course (Audit)