06 Python Data Analysis with Pandas | Artificial Intelligence and Machine Learning Foundations скачать в хорошем качестве

06 Python Data Analysis with Pandas | Artificial Intelligence and Machine Learning Foundations

in this video, Joed Goh highlights the use of Pandas to illustrate how to perform simple data analysis in Python. This lesson covers topics such as creating pandas Series and DataFrame, importing from a csv file, selecting subsets of rows and columns, slicing and indexing, useful pandas functions, and basic statistics and visualization. TABLE OF CONTENTS: 00:00 Introduction 00:32 What is Pandas? 01:42 Creating Pandas Series 04:15 Creating Pandas DataFrame 07:16 Importing CSV File to a DataFrame 09:18 Data Preparation 10:50 Univariate Analysis 14:53 Selecting Subsets of rows and columns 19:05 Bivariate Analysis 21:00 Simple Linear Regression Correlation 23:48 loc vs. iloc - indexing and slicing PLAYLISTS: Artificial Intelligence and Machine Learning Foundations    • Artificial Intelligence and Machine Learning   Designing Database Solutions with Microsoft SQL Server 2019    • Designing Database Solutions with Microsof...   Android App Development in Kotlin    • Android App Development in Kotlin   Embedded Systems using Arduino Uno    • Embedded Systems using Arduino Uno   Data Structures and Algorithms using C#    • Data Structures and Algorithms