The Ultimate Pandas Data Frame Essentials For Data Analytics
Published 3/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English
| Size: 117.84 MB[/align]
| Duration: 0h 36m
Manipulating and analyzing data using pandas, a powerful data manipulation tool in Python.
[b]What you'll learn[/b]
What is a Pandas Dataframe?
Essential Operations on Pandas Dataframes
Data Cleaning and Preparation with Pandas Dataframes
Advanced Techniques with Pandas Dataframes
[b]Requirements[/b]
Installation of Pandas Library, Importing Pandas in Python, Understanding Data Structures in Pandas
[b]Description[/b]
Unleash the power of pandas data frame with this immersive and exciting video lesson on the essentials of Pandas Data Frame!The tutorial covers important concepts and functions that are crucial for manipulating and analyzing data efficiently using Pandas in Python.This Course has been designed for ease and better clarity to online learners starting from how to create a pandas data frame to perform mathematical operations on a data frame.From importing and exporting data to cleaning and transforming data, this course covers that are crucial for manipulating and analyzing data . We will dive into the essentials of pandas data frame by demystifying complex concepts through clear and engaging examples.You will also learn how to perform advanced data operations such as merging, grouping, and aggregating data with ease. Unravel step-by-step examples that'll make even complex concepts a breeze to grasp, unfolding the wonders of advanced Pandas Data Frame Techniques.From dazzling videos to interactive explanations, this lesson is perfect for student, professional, or data enthusiast seeking clarity on Pandas Data Frame.Dive into the world of Pandas Data Frames with this comprehensive online tutorial, perfect for beginners looking to enhance their data analysis skills. You will positively gain a solid foundation for further exploration in the field and learn how to handle and analyze data efficiently, andBy the end of this course, you will be able to confidently work with pandas data frames and tackle complex data analysis tasks like a pro.So grab your pencil, sharpen your focus, and get ready to unlock the secrets of this course that will equip you with the necessary knowledge to excel in data analysis tasks.
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Why use Pandas Dataframe?
Lecture 3 Getting everything rolling with Pandas Data frame
Section 2: Creating a Data Frame
Lecture 4 From a dictionary
Lecture 5 From a listing of lists or tuples
Lecture 6 From a CSV or Excel file
Lecture 7 From an SQL database
Lecture 8 From SQL database using read_sql_query
Lecture 9 From a NumPy array
Section 3: Manipulating Data Frames
Lecture 10 Accessing data
Lecture 11 Adding columns
Lecture 12 Dropping rows or columns
Lecture 13 Sorting
Lecture 14 Filtering
Section 4: Common Operations
Lecture 15 Statistical operations
Lecture 16 Group by operations
Lecture 17 Merging and joining
Lecture 18 Plotting
Section 5: Export a Data Frame to a CSV file
Lecture 19 Data Frame to a CSV file
Section 6: Conclusion
Lecture 20 Best Practices for Working with Pandas Data frames
This course is tailored for data analysts seeking to enhance their proficiency in working with Pandas Data Frames. It covers fundamental concepts and practical applications in managing and analyzing data efficiently. Whether you are new to Pandas or looking to deepen your existing knowledge, this course provides essential skills for leveraging Pandas in your data analysis projects.
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