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Python and Analytics for Data Science

person icon Mohit Jain

4.3

Python and Analytics for Data Science

Kick Start Your Data Science Career from Beginner to Master

updated on icon Updated on Apr, 2024

language icon Language - English

person icon Mohit Jain

English [CC]

category icon Python,Data Science,Analytics

Lectures -48

Resources -40

Duration -8.5 hours

4.3

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Course Description

This course is meant for beginners and intermediates who wants to expert on Python programming concepts and Data Science libraries for analysis, machine Learning models etc.

They can be students, professionals, Data Scientist, Business Analyst, Data Engineer, Machine Learning Engineer, Project Manager, Leads, business reports etc.

The course have been divided into 6 parts - Chapters, Quizzes, Classroom Hands-on Exercises, Homework Hands-on Exercises, Case Studies and Projects.

Practice and Hands-on concepts through Classroom, Homework Assignments, Case Studies and Projects

This Course is ideal for anyone who is starting their Data Science Journey and building ML models and Analytics in future.

This course covers all the important Python Fundamentals and Data Science Concepts requires to succeed in Academics and Corporate Industry.

Opportunity to Apply Data Science Concepts in 3 Real World Case Studies and 2 Real World Projects. 

The 3 Case Studies are on Loan Risk Analysis, Churn Prediction and Customer Segmentation.

The 2 Projects are on Titanic Dataset and NYC Taxi Trip Duration.

The recommended approach for this course - Follow the chapters in their order, Do Yourself all the Hands-on Exercises. Finally, Consistency, discipline and practice is paramount. 

This course will not teach you how to build and develop ML models. But, make you expert at python programming language which is needed to build ML models.

Goals

What will you learn in this course:

  • Become an Expert at Python fundamentals and Data Science Packages such as Pandas, Numpy, and Visualization

  • This course is ideal for anyone to start their Data Science Journey

  • Practice and Hands-on concepts through Quizzes, Classroom, Homework Assignments, Case Studies, and Projects

  • Opportunity to Apply Data Science Concepts into 3 Real World Case Studies and 2 Real World Projects

  • This course covers all the important Python Fundamentals and Data Science Concepts requires to succeed in Academics and Corporate Industry

Prerequisites

What are the prerequisites for this course?

  • There is no technical or prior programming knowledge is required.  This course only requires your commitment and practice to become expert at Python.
  • It requires your local desktop/Laptop (Windows or Mac) or Google Account (Optional)
Python and Analytics for Data Science

Curriculum

Check out the detailed breakdown of what’s inside the course

Course Introduction and Structure
2 Lectures
  • play icon Introduction 08:05 08:05
  • play icon Course Materials
Python Installation
3 Lectures
Tutorialspoint
Introduction to Variables and Strings
7 Lectures
Tutorialspoint
List, Tuple and Dictionary
5 Lectures
Tutorialspoint
Conditions and Loops
5 Lectures
Tutorialspoint
Functions and Case Study 1
4 Lectures
Tutorialspoint
Data Science: Numpy and Functions
5 Lectures
Tutorialspoint
Data Science: Pandas Package and Case Study 2
9 Lectures
Tutorialspoint
Data Science: Data Visualization
5 Lectures
Tutorialspoint
Case Study 3 and Projects
3 Lectures
Tutorialspoint

Instructor Details

Mohit Jain

Mohit Jain

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