Name:
[6237] unpingco

Member:
99 months

Authored:
40 videos

Description:
Python for
scientific and large-scale computing. ...

## Scientific and parallel computing using IPython [ID:720]

### a series of video-tutorials by unpingco

This series introduces scientific and parallel computing using IPython with emphasis on IPython on a Windows PC. We discuss best practices for effectively using IPython with numpy, scipy, and matplotlib, as well has using IPython for interactive parallel computation.

# Video Tutorials

### 1. Introducing and setting up IPython on a Windows PC

**16**votes

### 2. Getting around and using the IPython interpreter

**7**votes

### 3. Using on-line documentation for a short case study on computing integrals

**10**votes

### 4. Subclassing and using the Python language for scientific computing

**2**votes

### 5. Using doctest and docstrings in customized classes

**3**votes

### 6. Python Language Features for Large Data Sets

**7**votes

### 7. Debugging using IPython

**3**votes

### 9. Introducing Sympy -- Symbolic Mathematics within IPython

**4**votes

### 10. Getting started with Matplotlib

**4**votes

### 11. Getting Started with Parallel IPython

**4**votes

### 12. Basic Parallel Computing Using IPython

**9**votes

### 13. Distributing Parallel Computations Using IPython

**0**votes

### 14. Finer Control for Parallel Computing in IPython

**3**votes

### 15. Case Study: Robust Regression Methods Using Python

**1**votes

### 16. Case Study: Robust Regression Methods Using Python continued

**3**votes

### 17. Case Study: Robust Regression Methods Using Python and Parallel IPython

**4**votes

### 18. Closing remarks and using dictionaries effectively for scientific computing

**6**votes

nice tool...longing to start using it.