Call : (+91) 968636 4243
Mail : info@EncartaLabs.com
EncartaLabs

NumPy and SciPy

( Duration: 3 Days )

NumPy is an open-source extension to Python that adds support for multidimensional arrays of large sizes. This support allows the desired acquisition, storage, and complex manipulation of data mentioned previously. NumPy alone is a great tool to solve many numerical computations. On top of NumPy, another open-source library to Python is SciPy. This library contains algorithms and mathematical tools to manipulate NumPy objects, with very definite scientific and engineering objectives. The combination of Python, NumPy, and SciPy has been the environment of choice of many applied mathematicians for years.

By attending NumPy and SciPy workshop, delegates will learn:

  • Numpy
  • Matplotlib
  • Scipy
  • SciPy Optmization Module
  • SciPy Linear Algebra Module
  • SciPy Statistics Module
  • SciPY Signal Processing Module
  • SciPY Image Processing Module

  • Basic Python
  • This NumPy and SciPy training course is for the Scientists, Engineers, Programmers, or Analysts looking for a high-quality, open source mathematical library.

COURSE AGENDA

1

Basics of Numpy

  • Array Creation
  • Array Operations
  • Indexing & Slicing
  • Shape Manipulation
  • Polynomial
  • Linear Algebra
  • Statistics
2

Numerical Analysis

  • Curve Fitting
  • Finding Roots
  • Interpolation
  • Integration
  • ODE
3

Linear Algebra

  • Matrix Operations
  • Matrix Solve
  • Eigenvalues
  • Matrix Decomposition
4

Statistics

  • Basic Statistics
  • t-test for one sample
  • t-test comparison for 2 samples
5

Signal Processing

  • Waveforms
  • Fast Fourier Transform (FFT)
  • FFT Windowing
6

Image Processing (Optional)

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

Top
Notice
X