Exploratory Data Analysis

Learn data visualization and exploratory analysis using R. Develop statistical intuition, create graphical summaries, and perform probability experiments through hands-on practice with real-world examples.

• Coursera
• 9 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Python Data Analysis

884 ratings at Coursera

Learn to process tabular data using Python, including working with dictionaries, nested structures, CSV files, and data organization techniques for effective analysis and manipulation.

• Coursera
• 9 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Pre-MBA Quantitative Skills: Data Analysis

Refresh quantitative skills for MBA programs through practical examples and Excel-based data analysis, covering math, statistics, and real-world applications.

• Coursera
• 18 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Ask Questions to Make Data-Driven Decisions

31858 ratings at Coursera

The material will help you learn how to ask effective questions to make data-driven decisions, while connecting with stakeholders’ needs.

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

Optimization for Decision Making

62 ratings at Coursera

Aprenda a tomar decisões baseadas em dados usando otimização linear. Domine técnicas para modelar problemas de negócios, identificar variáveis-chave e encontrar soluções ótimas usando Excel Solver.

• Coursera
• 13 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Models for Decision Making

48 ratings at Coursera

Optimize business decisions using linear programming in finance, supply chain, HR, and manufacturing. Learn to formulate and solve real-world problems with Excel spreadsheets.

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

Simulation Models for Decision Making

43 ratings at Coursera

Explore simulation techniques for complex business problems using probability concepts, Monte Carlo methods, and discrete event modeling to make informed decisions in uncertain environments.

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

Mathematical Methods for Data Analysis

Learn mathematical methods for data analysis including mathematical formulations and computational methods. Some well-known machine learning algorithms such as k-means are introduced in the examples.

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

Foundations of Data Analytics

8 ratings at edX

Learn the fundamental techniques for data analytics and to be prepared for learning and applying more advanced big data technologies.

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

Introduction to Data, Signal, and Image Analysis with MATLAB

198 ratings at Coursera

Learn MATLAB for data, signal, and image analysis. Master machine learning, data visualization, image processing, and signal analysis techniques for practical applications in various fields.

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

Clustering Analysis

Explore unsupervised learning techniques, including clustering methods and dimension reduction, to uncover patterns and insights in diverse datasets through hands-on tutorials and case studies.

• Coursera
• 1 day 13 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Classification Analysis

Explore key classification algorithms, their applications, and evaluation methods. Gain hands-on experience through tutorials and case studies to solve real-world data analysis problems.

• Coursera
• 1 day 14 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Data Understanding and Visualization

Learn essential statistical concepts and data visualization techniques using Pandas, Matplotlib, and Seaborn to effectively analyze, interpret, and communicate insights from datasets through compelling visualizations.

• Coursera
• 1 day 1 hour 12 minutes
• On-Demand
• Free Online Course (Audit)

Association Rules Analysis

Explore unsupervised learning with association rules and outlier detection. Learn frequent patterns, Apriori algorithms, and outlier analysis techniques through hands-on tutorials and real-world case studies.

• Coursera
• 22 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Network Analysis for Marketing Analytics

Explore network analysis for marketing data, covering text datasets and social networks. Learn key concepts, data structures, and visualization techniques through Python tutorials and a hands-on project.

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