DevCourseWeb com Udemy Machine Learning for Absolute Beginners Level

DevCourseWeb com Udemy Machine Learning for Absolute Beginners Level

Name	[ DevCourseWeb.com ] Udemy - Machine Learning for Absolute Beginners - Level 2	DOWNLOAD Copy Link
Total Size	745.1 MB
Total Files	95
Last Seen	2024-10-04 23:44
Hash	F80449768ED0DF7EDA1E20EB0CDFD564AD377D05

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Get Bonus Downloads Here.url	0.2 KB
/.../01 - Getting Started with Level 2!/
001 Welcome!.mp4	12.2 MB
001 Welcome!_en.srt	2.7 KB
002 Anaconda Installation.mp4	23.2 MB
002 Anaconda Installation_en.srt	4.6 KB
003 JupyterLab Overview.mp4	11.2 MB
003 JupyterLab Overview_en.srt	4.3 KB
004 Working with a Jupyter Notebook.mp4	24.2 MB
004 Working with a Jupyter Notebook_en.srt	16.5 KB
/.../02 - Python Fundamentals for Data Science/
001 Overview.mp4	10.0 MB
001 Overview_en.srt	3.5 KB
002 Variables and Data Types.mp4	11.5 MB
002 Variables and Data Types_en.srt	8.9 KB
003 Strings.mp4	16.3 MB
003 Strings_en.srt	8.8 KB
004 Lists.mp4	15.7 MB
004 Lists_en.srt	12.0 KB
005 IF and For-Loop Statements.mp4	11.8 MB
005 IF and For-Loop Statements_en.srt	8.5 KB
006 Functions.mp4	16.1 MB
006 Functions_en.srt	9.5 KB
007 Dictionaries.mp4	23.0 MB
007 Dictionaries_en.srt	12.7 KB
008 Classes, Objects, Attributes, and Methods.mp4	15.6 MB
008 Classes, Objects, Attributes, and Methods_en.srt	8.7 KB
009 Importing Modules.mp4	14.7 MB
009 Importing Modules_en.srt	7.9 KB
010 Libraries for Data Science Projects.mp4	33.0 MB
010 Libraries for Data Science Projects_en.srt	8.4 KB
011 Exercise #1 - Python Fundamentals.mp4	8.0 MB
011 Exercise #1 - Python Fundamentals_en.srt	0.0 KB
Exercise #1 - Python Fundamentals.ipynb	17.2 KB
Solution #1 - Python Fundamentals.ipynb	29.8 KB
/.../03 - Introduction to the Pandas Library/
001 Overview.mp4	3.4 MB
001 Overview_en.srt	3.6 KB
002 Series Data Structure (1D).mp4	24.9 MB
002 Series Data Structure (1D)_en.srt	14.3 KB
003 DataFrame Data Structure (2D).mp4	9.0 MB
003 DataFrame Data Structure (2D)_en.srt	5.2 KB
004 Data Selection in a DataFrame.mp4	29.0 MB
005 Exercise #2 – Pandas Series and DataFrame.mp4	8.1 MB
005 Exercise #2 – Pandas Series and DataFrame_en.srt	0.0 KB
Exercise #2 - Pandas Series and DataFrame.ipynb	9.7 KB
Solution #2 - Pandas Series and DataFrame.ipynb	29.9 KB
/.../04 - Loading Data into a DataFrame/
001 Overview.mp4	1.4 MB
001 Overview_en.srt	1.4 KB
002 Kaggle and the Titanic Dataset.mp4	42.9 MB
002 Kaggle and the Titanic Dataset_en.srt	6.4 KB
003 Loading a Tabular Data File.mp4	44.2 MB
003 Loading a Tabular Data File_en.srt	7.2 KB
004 Adjusting the Loading Parameters.mp4	69.9 MB
004 Adjusting the Loading Parameters_en.srt	15.0 KB
005 Preview the DataFrame.mp4	28.0 MB
005 Preview the DataFrame_en.srt	8.8 KB
006 Using Summary Statistics.mp4	13.1 MB
006 Using Summary Statistics_en.srt	5.1 KB
007 The Concept of Methods Chaining.mp4	24.0 MB
007 The Concept of Methods Chaining_en.srt	5.9 KB
008 Sorting and Ranking.mp4	9.3 MB
008 Sorting and Ranking_en.srt	3.6 KB
009 Filtering.mp4	11.5 MB
009 Filtering_en.srt	5.4 KB
010 Grouping.mp4	10.4 MB
010 Grouping_en.srt	5.2 KB
011 Exercise #3 – Data Loading and Analysis.mp4	8.1 MB
011 Exercise #3 – Data Loading and Analysis_en.srt	0.0 KB
/.../Exercise 3 – Data Loading and Analysis/
Exercise #3 – Data Loading and Analysis.ipynb	10.3 KB
Solution #3 – Data Loading and Analysis.ipynb	70.9 KB
titanic.csv	61.2 KB
/.../05 - Data Cleaning and Transformation/
001 Overview.mp4	2.7 MB
001 Overview_en.srt	2.3 KB
002 Removing Columns or Rows.mp4	9.8 MB
002 Removing Columns or Rows_en.srt	4.8 KB
003 Removing Duplicate Rows.mp4	48.1 MB
003 Removing Duplicate Rows_en.srt	10.0 KB
004 Renaming Column Labels.mp4	9.7 MB
004 Renaming Column Labels_en.srt	4.1 KB
005 Dropping Missing Values.mp4	15.7 MB
005 Dropping Missing Values_en.srt	8.3 KB
006 Filling-in Missing Values.mp4	10.1 MB
006 Filling-in Missing Values_en.srt	4.0 KB
007 Creating Dummy Variables.mp4	22.9 MB
007 Creating Dummy Variables_en.srt	9.8 KB
008 Exporting Data into Files.mp4	6.1 MB
008 Exporting Data into Files_en.srt	2.9 KB
009 Exercise #4 – Data Cleaning and Transformation.mp4	1.1 MB
009 Exercise #4 – Data Cleaning and Transformation_en.srt	0.0 KB
Exercise #4 – Data Cleaning and Transformation.ipynb	11.6 KB
Solution #4 – Data Cleaning and Transformation.ipynb	91.1 KB
titanic.csv	61.2 KB
/.../06 - Course Summary/
001 Let's Recap and Thank You!.mp4	34.4 MB
001 Let's Recap and Thank You!_en.srt	3.3 KB
002 BONUS.html	0.2 KB
002 List-of-My-Courses-2023.pdf	155.5 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 95