Python

Data Science with Python Course

This Data Science with Python course gives you a complete overview of Python’s data analytics tools and techniques. Learning python is a crucial skill for many data science roles, and you can develop it with this Python data science course. With a blended learning approach, you can learn Python for data science along with concepts like data wrangling, mathematical computing, and more. Unlock your career as a data scientist with Learning Center Data Science with Python training.

Data Science with Python Certification Key Highlights

Eligibility Criteria

You can join data science after 12th. Students from science background (preferrably engineering / maths / technology) can apply to any data science course at the graduation, certification, or diploma level. You just need to have a minimum of a UG degree in any specialization to become a Data Scientist.

The applicant should have a Bachelor's degree in Science / Engineering / Business Administration / Commerce / Mathematics / Computer Applications or a Masters degree in Mathematics / Statistics / Commerce with 50% or equivalent passing marks.

Course Curriculum

Introduction to Python

What is Python?
Features of Python
Installation of Python
Installation of Anaconda
Applications of Python

Variable and Data types

What are Variables?
Rules for Naming a Variable
Data Types in Python
Type Casting

Operators

Arithmetic Operators
Assignment Operators
Logical Operators
Relational Operators
Membership Operators
Identity Operators
Bitwise Operators

Conditional Statement

If Block
If...else Block
If...elif...else Block
Nested Conditions

Iterative Statement

While Loop
For Loop
Break, Continue, and Pass Keywords
Conditions with Loops
Nested Loops

function

What are function?
Defining a function
Calling a function
Types of Arguments
Recursion

7.Object Oriented Programming

Objects and Classes
Attributes and Methods
Inheritance
Polymorphism
Data Abstraction
Encapsulation

8.Modules And Packages

Creating a Module
Importing a Module
Creating a Package
Importing a Package
Built-in Modules in Python
Installing Packages using pip

9.File Handling

How to Open a File using Python
Reading and Writing
Closing a File
OS Module

10.Exception Handiling

What is an Exception?
Try...Except Block
Else Block
Finally Block
Raise Keyword
Custom Exceptions

11.Regular Expressions

What are Regular Expressions?
Metacharacters
re Module
Match Objects

12.Web Scraping

What is Web Scraping?
Applications of Web Scraping
Beautiful Soup

Python Projects

Project 1

Products rating prediction for Amazon

Help Amazon, a US-based e-commerce company, improve its recommendation engine by predicting ratings for the non-rated products and adding them to recommendations accordingly.

Project 2

Demand Forecasting for Walmart

Predict accurate sales for 45 Walmart stores, considering the impact of promotional markdown events. Check if macroeconomic factors have an impact on sales.

Project 3

Improving customer experience for Comcast

Provide Comcast, a US-based global telecom company, key recommendations to improve customer experience by identifying and improving problem areas that lower customer satisfaction.

Tools Covered

Certification & Faq

who provides the certification and how long is it valid-for?

Once you successfully complete the Data Science with Python training, provide you with an industry-recognized course completion certificate which will have a lifelong validity

Variables ,Data Types & Operators

Online Classroom: