Python For Data Analysis and Data Science: Mastery with Pandas

person icon Pruthviraja L - Team UpGraduate

4.7 ★★★★ ★

Python For Data Analysis and Data Science: Mastery with Pandas

Name: Python For Data Analysis &amp; Data Science: Mastery with Pandas
Rating: 4.7 (269 reviews)
Author: Pruthviraja L - Team UpGraduate

Learn Python for Data Analysis and Data Science

updated on icon Updated on Jun, 2025

language icon Language - English

person icon Pruthviraja L - Team UpGraduate

English [CC]

category icon Development ,Data Science,Data Analysis

Lectures -102

Resources -6

Duration -15.5 hours

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Course Description

Python For Data Analysis and Data Science course will help you learn how to use Python for data science with Pandas, a powerful Python library for data manipulation and analysis. This course is designed for beginners and intermediates and covers all the basic and advanced features of Pandas.

Course Overview:

This project-based course will teach you how to create and manipulate Pandas DataFrames, perform data cleaning and preprocessing, data aggregation and analysis, and data visualization. You will also learn about more advanced Pandas features, such as time series analysis and string manipulation.

You will also learn about more advanced Pandas features, such as time series analysis and string manipulation. If you are interested in learning how to use Python for data analysis and data science, then this course is for you.

Goals

Create and manipulate Pandas DataFrames.
Perform data cleaning and preprocessing.
Perform data aggregation and analysis.
Create data visualizations.
Use advanced Pandas features, such as time series analysis and string manipulation.

Prerequisites

Basic knowledge of computers and programming is required.
It is recommended that you download Anaconda, a free data science platform that includes Python and Pandas.
Basic or intermediate experience with Microsoft Excel or other spreadsheet software is helpful but not required.

Python For Data Analysis and Data Science: Mastery with Pandas

Curriculum

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

Getting Started

6 Lectures

Course Introduction 03:35 03:35
How To Get Most Out Of This Course 02:05 02:05
How To Install Python IPython And Jupyter Notebook 08:26 08:26
How To Install Anaconda For macOS And Linux Users 06:37 06:37
How To Work With The Jupyter Notebook Part - 1 16:12 16:12
How To Work With The Jupyter Notebook Part - 2 10:59 10:59

Pandas Building Blocks

2 Lectures

Pandas Data Structures

6 Lectures

Data Indexing And Selection

9 Lectures

Essential Functionalities

13 Lectures

Data Handling

8 Lectures

Data Cleaning And Preparation

17 Lectures

Data Wrangling

12 Lectures

Data Grouping And Aggregation

9 Lectures

Time Series Analysis

10 Lectures

How To Analyse With The Part of Real Life Projects

9 Lectures

Instructor Details

Pruthviraja L - Team UpGraduate

Python Training Bootcamp

Hi, I am Pruthviraja L with the Software Training and Solutions Team "UpGraduate", with more than 9+ years of Training and Teaching experience from Technical Institutes, Teaching is my passion. I've obtained my both PG( M. Tech) in Power Systems Engineering and UG(B. E) in Electrical and Electronics Engineering from V. T. U - Belgaum, Karnataka, India.

Our Team is Proficient in visualizing data to execute projects & set rganizations on the path to profitability. 9+ years of teaching experience in engineering institutes with programming skills in Matlab, Python, SAS, R, Tableau, Git & GitHub, Linux OS, Data Analsys, Data Science, Machine Learning, Data Engineer and enthusiasm in developing AI and Machine learning skills motivated us to involve in the dynamic working environment to utilize skills and maximize the profit for the organization.

I'm a Certified Data Analyst. I got certifications from various eLearning centers including Tutorialspoint, Intellipaat-Bengaluru, LinkedIn eLearning center, Coursera-IBM, Tableau, etc.

I've successfully published and presented 6+ research papers in various 'National & International Journals and Conferences'. I'm a member of various National and International Journals including Elsevier and IEEE.

I'm a multi-faceted software professional aspirant with demonstrated capability in deploying analytical and programming methodologies to extract insights for boosting and bolstering user requirements. Adept at conducting statistical analysis and data modeling for transforming raw data into actionable strategies.

I've written a student-friendly textbook in the electrical engineering field titled 'Elements of Electrical Engineering (ISBN: 9789386768001)' under the publication of 'I.K. International Publishing House Pvt Ltd', New Delhi-110016 India. The book is available in many countries including the USA and UK via Amazon and many other seller portals. The book is now started distributing under Wiley India Pvt. Ltd (ISBN: 9789389583939).

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Python For Data Analysis and Data Science: Mastery with Pandas

Python For Data Analysis and Data Science: Mastery with Pandas