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Python for Data Science

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A Data Scientist combines statistical and machine learning techniques with Python programming to analyze and interpret complex data. This course will establish your expertise in data science and analytics techniques using Python.

  • Collecting data

  • Processing data

  • Exploring and visualizing data

  • Analyzing (data) and/or applying machine learning (to data)

  • Deciding (or planning) based on acquired insight

  • Machine Learning

  • Mathematical Modeling

  • Statistics

  • Computer Programming

  • Databases

Lab Setup:-

Computer with the following software

Operating System: Red Hat Linux / Ubuntu/CentOS/ Windows ( Latest Version preferable )

Anaconda python 3.7 ( Latest Version preferable )

https://www.anaconda.com/download

Python 3.7 version *

Set Up Python Path Environment on OS ( During Installation ). [ Shortest Path ]

Internet Access will be needed to install python third party library

 

Hardware :

RAM: Minimum 4GB / 8GB ( Recommended ).

Internet Connectivity. ( Needed to Install Packages and Run Anaconda Server ).

80 GB HDD.



Course Outline


1. Built in Functions
2. Introduction to Python
3. Data Structure
4. Control Structure
5. Functions
6. Dictionary Case Study
7. List Comprehension and Dictionary Comprehension
8. Module
9. Built In Modules
10. File Handling and Exception Handling
11. Object Oriented Programming using Python
12. OOPS Application
13. Inheritance, Polymorphism, Overloading and Overriding
14. Regular Expression: With Case Study
15. Iterator, Generator and Collection Framework
16. Introduction to Data Science
17. Data Processing
18. Mathematical Computing with NumPy
19. Data Manipulation with Pandas - Series
20. Data Manipulation with Pandas - DataFrame
21. Data Visualization using matplotlib

Pricing



Free


  • 1 Live/Recorded Session
  • Two Sample Modules PDF
  • Free Reference Ebook
  • Course Content
  • Senior Trainer
  • Interactive Learner Dashboard
  • Sample Module Quiz
  • Online Test
  • 24X7 System Support



Choose Plan

Silver

$100 $200

  • Fresher(Basic Course )
  • 10 Modules
  • 10 Lab Sessions
  • Course Content
  • Senior Trainer
  • Interactive Learner Dashboard
  • 10 Module Quiz
  • Online Test and Certificate
  • Learner Progress Report
  • 24X7 System Support


Choose Plan

Gold

$150 $300

  • Intermediate (Advance Course)
  • 20 Modules
  • 20 Lab Sessions
  • Course Content
  • Senior Trainer
  • Interactive Learner Dashboard
  • 20 Module Quiz
  • Online Test and Certificate
  • Learner Progress Report
  • 24X7 System Support


Choose Plan

Diamond

$250 $500

  • Expert Level(Project Oriented)
  • 30 Modules
  • 30 Lab Sessions
  • Course Content
  • Senior Trainer
  • Interactive Learner Dashboard
  • 30 Module Quiz
  • Online Test and Certificate
  • Learner Progress Report
  • Live Project Guidance
  • Discussion Forum
  • 24X7 System Support
Choose Plan

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