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Course Details

Python

(254 reviews)
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Created by
Admin

Total Enrolled

50,000+

Last Update

01 January 2023

Duration

45 Days

Description

Cloud247's Data Science with Python Certification Course is accredited by NASSCOM, aligns with industry standards, and is approved by the Government of India. This course will help you master important Python concepts such as data operations, file operations, and various Python libraries such as Pandas, Numpy, Matplotlib which are essential for Data Science. This course is well-suited for professionals and beginners. This Python for Data Science certification training will also help you understand Data Science concepts to help you get started with your Data Science career.

What you'll learn

  • Basics of Python
  • Python Collections and Sequences
  • Working with Python Collections
  • Python Functional Programming
  • Python File Handling
  • Python Modules and Packages

Requirements

  • • High School Mathematics Level
  • • Basic Knowledge Required
  • • Broadband Internet

Curriculum

  • 45 lectures • 45 days total length

Motivation & Applicability to various domains ,Installation & Setting up path Input / Output

Keywords and Identifiers, Variables and Data Types

Conditional Statements

Looping, Control flow (along with loops)

Strings and Features

String Manipulation, Functions

Lists and Features

List Functions

List Comprehension

Tuple and Features

Functions and Methods

Dictionaries

Sets and Frozen sets

Working with Lists and Tuples

Working with Dictionaries

Working with Sets and Frozen Sets

Types of functions

Function Arguments

Anonymous functions

Special functions (map , reduce , filter)

Files

File operations Part - 1

File operations Part - 2

Handling excel , csv files

Modules

Importing module

Packages

Math , Random and OS module

Classes

Objects

Constructors and Destructors

Types of Methods

Inheritance

Polymorphism

Magic methods

Operator Overloading

Data hiding (Abstraction)

Encapsulation

Introduction of MySQL

Connections and Queries

PlSQL / MySQL

Multithreading

Regular expressions

Creating a Repository

Files State

Commit and undo Commit

File Removing

File Merging

Git Remove, PULL, PUSH, CLONE

Exception Handling

Try & finally clause

Key topics covered:

User-Defined Exceptions

TKinter GUI programming

Web Scraping (BS4)

Numpy

Pandas

Matplotlib

Seaborn

Jupyter Notebook


Django Web Framework

Features of Django

Installing Django

MVC model

Views

URL Mapping


Flask Web Framework

Working with venv

installing Flask

Creating a Flask app

HTTP GET and POST Request Methods in Flask

Flask Folder Hierarchy

Student Feedback

4.7

5785 Rating
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  • Level
    Intermediate
  • Lectures
    45 Lectures
  • Duration
    +45 Days
  • Laguage
    English
  • Access
    Full Lifetime
  • Certificate
    Yes
  • Recourse
    5 Downloadable Files
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