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Coursera

Speciliazations

1. Fundamental of Computing

• An Introduction to Interactive Programming in Python (Part 1)
• An Introduction to Interactive Programming in Python (Part 2)
• Principles of Computing (Part 1)
• Principles of Computing (Part 2)
• Algorithmic Thinking (Part 1)
• Algorithmic Thinking (Part 2)
• The Fundamentals of Computing Specialization Capstone Exam

2. Data Science

• The Data Scientist’s Toolbox
• R programming
• Getting and Cleaning Data
• Exploratory Data Analysis
• Reproducible Research
• Statistical Inference
• Regression Models
• Practical Machine Learning
• Developing Data Products
• Data Science Capstone

3. Data Mining

• Pattern Discovery in Data Mining
• Cluster Analysis in Data Mining
• Data Visualization

4. Python for Everybody

• Programming for Everybody
• Python Data Structures
• Using Python to Access Web Data
• Using Databases with Python

5. Machine Learning

• Machine Learning Foundations: A Case Study Approach
• Machine Learning: Regression
• Machine Learning: Classification

Single Courses

1. Algorithms: Design and Analysis, Part 1
2. Algorithms: Design and Analysis, Part 2
3. Crafting an Effective Writer: Tools of the Trade (Fundamental English Writing)
4. The Power of Microeconomics: Economic Principles in the Real World
5. Introduction to Programming with MATLAB
6. Think Again: How to Reason and Argue
7. Introduction to Natural Language Processing
8. Internet History, Technology, and Security