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Data Science with Python Training

Data Science with python training will make you an expert in applying techniques of statistics, social network analysis, machine learning, text analysis and information visualization to have newer insights into data. Taking this course will help you advance your IT career in a significant way.
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1589 Ratings
1248 Learners
35 Hours
15 Hours
Big Data
365 Days
24 / 7 Support
Intermediate
Online Classroom
Attend our Instructor Led Online Virtual Classroom
USD 389 USD 349Enroll now
One to One Training
Get 1-to-1 Live Instructor Led Online Training in flexible timings
USD 659 USD 599Enroll now

About Course

This online course will introduce the student to Python, a powerful programming language used for harvesting insights from huge volumes of crude data. Python, being an open source language, has propelled the development of data science tools that simplify storing, manipulating and analyzing data. The student will learn how to use these tools and apply them across industries. Data science with python has evolved drastically and now finds application in multiple industries. The key insights derived from data science helps businesses reduce costs, enhance profits, improve a product, retain customers and increase operational efficiency.

The objective of the data science with python online training program is to make the learner acquainted with the fundamentals of Python language and its eco-system. The student will learn basic syntax, variables as well as types to build the foundation. Students will be introduced to the techniques used for creating, cleaning and manipulating Python lists. The course will encompass learning of functions, import packages, and Panda Data Frames. The student will also learn how to build numpy arrays and use them for complex calculations. By the end of the data science with python online training program, the student will be able to formulate clean Python lists and manipulate data to arrive at insights.

The data science with python online training is intended for data analysts, software engineers, and statisticians with basic knowledge of a scripting language, preferably Python or some kind of a programming background. Any individual with some level of formal training in computer science is eligible for the course as a refresher of basic concepts is offered at the beginning of the course. The course aims to impart knowledge that will help the learners apply statistics, information visualization and analysis techniques to gain insights into the data.

Learning Python for your data science workflow will boost your career and help you climb up the corporate ladder. The multi-purpose language finds easy adaptability across multiple industries. Major companies like Yahoo, IBM, Disney, Google and Nokia use Python. Enroll for the data science with python online training program and lay the foundation for a successful career.

Data Science with Python Syllabus

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

Upcoming Batches

Start Date End Date Time (EST) ( UTC -5) Day
27 Jan 2017 25 Feb 2017 (09:00 PM - 11:30 PM) Fri,Sat
28 Jan 2017 26 Feb 2017 (08:30 AM - 11:00 AM) Sat,Sun
28 Jan 2017 26 Feb 2017 (01:30 AM - 04:00 AM) Sat,Sun
31 Jan 2017 17 Feb 2017 (08:30 AM - 10:30 AM) Tue-Sat
30 Jan 2017 16 Feb 2017 (08:30 PM - 10:30 PM) Mon-Fri
04 Feb 2017 05 Mar 2017 (01:30 AM - 04:30 AM) Sat,Sun
03 Feb 2017 04 Mar 2017 (09:00 PM - 11:30 PM) Fri,Sat
04 Feb 2017 05 Mar 2017 (08:30 AM - 11:00 AM) Sat,Sun
06 Feb 2017 23 Feb 2017 (08:30 PM - 10:30 PM) Mon-Fri
07 Feb 2017 24 Feb 2017 (08:30 AM - 10:30 AM) Tue-Sat
10 Feb 2017 11 Mar 2017 (08:30 PM - 11:30 PM) Fri,Sat
11 Feb 2017 12 Mar 2017 (08:30 AM - 12:30 PM) Sat,Sun
11 Feb 2017 12 Mar 2017 (01:30 AM - 05:30 AM) Sat,Sun

Data Science with Python Certification

At end of our course, you will be assigned to work a real-time project. Once you completed assigned project with expected results we (Experts Team from GangBoard) will verify and issue Data Science Using Python Certificate. If you are not able to deliver expected results in project we will support you by clarifying doubts and help you to re-attempt the project.

Data Science with Python Training Reviews

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FAQ

Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.

No worries. It might happen. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. And if required you can even attend that topic if any other live batches.

Top-notch professionals in that field who understands how to convey things in technical as well as subject matter experts.

We offer this course in “Live Instructor-Led Online Training” mode. Through this way you won’t mess anything in your real-life schedule. You will be shared with live meeting access while your session starts.

Basic Hard ware requirement is useful to install the data science Software

You can get a sample class recording to ensure you are in right place. We ensure you will be getting complete worth of your money by assigning a best instructor in that technology.

We are absolutely loved to talk in-person about group training (or) corporate training. So, please get in touch with our team through “Quick Enquiry”, “Live Chat” or “Request Call-back” channels.

Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email.

  1. Visa Debit Card / Credit Card
  2. American Express
  3. Master Card, Or
  4. PayPal

You can reach us through +91-9791273737 / +91-9791237373. Or you can share your quires through enq@gangboard.com. Estimated turnaround time will be 24 hours for emails.

+91 - 755 008 0081
+91 - 755 008 0082

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GangBoard 5 Star Rating: Recommended 5 out of 5 based on 1589 ratings.