DataScience with Python Training

Best Software Training Institute in Chennai
datascience-with-python-training-in-chennai

DataScience with Python Training in Chennai

Learn how to use DataScience with Python from beginner level to advanced techniques which is taught by experienced working professionals. With our DataScience with Python Training in Chennai you’ll learn concepts in expert level with practical manner.

Upcoming Batches

Starts Duration Days Time (IST)
03rd Apr 4 Weeks Mon – Fri 07:30AM – 09:00AM
08th Apr 6 Weeks Sat & Sun 12:30PM – 03:30PM
10th Apr 4 Weeks Mon – Fri 08:00AM – 09:30AM
15th Apr 6 Weeks Sat & Sun 10:00AM – 01:00PM
17th Apr 4 Weeks Mon – Fri 06:30PM – 08:00PM
22nd Apr 6 Weeks Sat & Sun 04:00PM – 07:00PM
24th Apr 4 Weeks Mon – Fri 06:30PM – 08:00PM
29th Apr 6 Weeks Sat & Sun 04:00PM – 07:00PM
01st May 4 Weeks Mon – Fri 06:30PM – 08:00PM
06th May 6 Weeks Sat & Sun 02:00PM – 05:00PM
Schedule does not suit you, contact us now! | Want to take one-on-one training, contact us now!

DataScience with Python Course Syllabus

Introduction

Basic functions

  • Interaction with Numpy
  • Index Tricks
  • Shape manipulation
  • Polynomials
  • Vectorizing functions
  • Type handling
  • Other useful functions

Special functions

Integration

Optimization

  • Nelder-Mead Simplex algorithm
  • Broyden-Fletcher-Goldfarb-Shanno Algorithm
  • Newton Conjugate Gradient Algorithm
  • Least Squares minimization
  • Root Finding

Interpolation

1-D interpolation

Multivariate data interpolation (griddata)

Spline interpolation

  • Spline interpolation in 1-d: Procedural (interpolate.splXXX)
  • Spline interpolation in 1-d: Object-oriented (UnivariateSpline)
  • Two-dimensional spline representation: Procedural (bisplrep)
  • Two-dimensional spline representation: Object-oriented (BivariateSpline)

Using radial basis functions for smoothing/interpolation

  • 1-d Example
  • 2-d Example

Fourier Transforms

Fast Fourier transforms

  • One-dimensional discrete Fourier transforms
  • Two and n-dimensional discrete Fourier transforms
  • FFT convolution

Discrete Cosine Transforms

  • Type I DCT
  • Type II DCT
  • Type III DCT
  • DCT and IDCT
  • Example

Discrete Sine Transforms

  • Type I DST
  • Type II DST
  • Type III DST
  • DST and IDST

Cache Destruction

Signal Processing

Linear Algebra

Basic Routines

  • Finding determinant ( matrix )
  • Computing norms
  • Solving least squares problems and pseudo inverses
  • Decompositions

Sparse Eigenvalue Problems with ARPACK

Compressed Sparse Graph Routines

Spatial data structures and algorithms

  • Delaunay trangulations
  • Coplanar points
  • Convex hulls
  • Voronoi diagrams

Statistics Random Variables

  • Shifting and Scaling
  • Shape parameters
  • Freezing and Distribution
  • Fitting distributions
  • Building specific distributions
  • Analysing one sample
  • Kernel Density estimation

Multidimensional image processing

File IO

Matlab

Weave

DataScience with Python Training Reviews

Besant Technologies Reviews given by our students already completed the training with us. Please give your feedback as well if you are a student.

Besant Technologies Velachery

No. 24, Nagendra Nagar,
Velachery Main Road,
Velachery, Chennai - 600 042
Tamil Nadu, India
Landmark - Opposite to Phoenix Market City

+91-996 252 8293 | 996 252 8294

Besant Technologies Tambaram

No. 31 / 11, Govindarajan Street,
West Tambaram,
Chennai - 600 045
Tamil Nadu, India
Landmark - Behind National Theatre

+91-996 250 4283

Besant Technologies OMR

No. 5/318, 2nd Floor, Sri Sowdeswari Nagar,
OMR, Okkiyam Thoraipakkam,
Chennai - 600 097
Tamil Nadu, India
Landmark - Behind Okkiyampet Bus Stop, Above IBACO Ice Cream

+91-887 038 4333

Besant Technologies Bangalore

No 2, Ground floor,
29th Main Road, Kuvempu Nagar,
BTM Layout 2nd Stage,
Bangalore - 560 076
Karnataka, India
Landmark - Next to OI Play School

+91-755 011 2282 / 755 023 5062

Quick Enquiry