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TORRENT DETAILS
Udemy - Machine Learning For Absolute Beginners - Level 2
TORRENT SUMMARY
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Learn the Python Fundamentals and Pandas Library for Data Science Projects
What you'll learn
Python for Data Science and Machine Learning Projects
Learn to use the Pandas Data Science Library
JupyterLab Development tool
Develop Jupyter Notebooks
Loading and Analysing Tabular Datasets
Selecting, Filtering, and Cleaning Data
Grouping, Sorting, and Exporting Data
Requirements
There are no specific prerequisites for starting this training as it is designed for absolute beginners.
It is recommended to start with "Machine Learning for Absolute Beginners - Level 1"
Description
********* Feedback from Students ************
There's not much I can say. This instructor knows how to teach people, especially beginners. One of the best I've come across so far!
Irlon T.
Excellent course, allows you to go step by step and get to know the bookcase, direct to the point thank you for such good teaching
Jesus David
I am currently new in data science, I knew Python language and Competitive programming after that I was waiting to learn data science by myself. This course really very helpful for me to learn new things and data science and machine learning. I am really waiting for this new part (Level 3).
Animesh K.
A fantastic course for getting the knowledge of pandas in depth along with ML applications. This is what I am searching for. It had better if it has some more quiz questions to test our skills and understanding. Enjoyed a lot.
Anshika Verma
***********************************************
Unleash the Power of ML
Machine Learning
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Getting Started with Level 2!/001 Welcome!.mp4
11.6 MB
~Get Your Files Here !/01 - Getting Started with Level 2!/001 Welcome!_en.srt
2.7 KB
~Get Your Files Here !/01 - Getting Started with Level 2!/002 Anaconda Installation.mp4
22.1 MB
~Get Your Files Here !/01 - Getting Started with Level 2!/002 Anaconda Installation_en.srt
4.5 KB
~Get Your Files Here !/01 - Getting Started with Level 2!/003 JupyterLab Overview.mp4
10.7 MB
~Get Your Files Here !/01 - Getting Started with Level 2!/003 JupyterLab Overview_en.srt
4.2 KB
~Get Your Files Here !/01 - Getting Started with Level 2!/004 Working with a Jupyter Notebook.mp4
23.1 MB
~Get Your Files Here !/01 - Getting Started with Level 2!/004 Working with a Jupyter Notebook_en.srt
16.1 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/001 Overview.mp4
9.5 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/001 Overview_en.srt
3.4 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/002 Variables and Data Types.mp4
11 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/002 Variables and Data Types_en.srt
8.7 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/003 Strings.mp4
15.6 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/003 Strings_en.srt
8.6 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/004 Lists.mp4
15 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/004 Lists_en.srt
11.7 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/005 IF and For-Loop Statements.mp4
11.2 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/005 IF and For-Loop Statements_en.srt
8.3 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/006 Functions.mp4
15.4 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/006 Functions_en.srt
9.3 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/007 Dictionaries.mp4
21.9 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/007 Dictionaries_en.srt
12.4 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/008 Classes, Objects, Attributes, and Methods.mp4
14.9 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/008 Classes, Objects, Attributes, and Methods_en.srt
8.5 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/009 Importing Modules.mp4
14 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/009 Importing Modules_en.srt
7.7 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/010 Libraries for Data Science Projects.mp4
31.5 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/010 Libraries for Data Science Projects_en.srt
8.2 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/011 Exercise #1 - Python Fundamentals.mp4
7.7 MB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/011 Exercise #1 - Python Fundamentals_en.srt
0 B
~Get Your Files Here !/02 - Python Fundamentals for Data Science/Exercise #1 - Python Fundamentals.ipynb
16.8 KB
~Get Your Files Here !/02 - Python Fundamentals for Data Science/Solution #1 - Python Fundamentals.ipynb
29.1 KB
~Get Your Files Here !/03 - Introduction to the Pandas Library/001 Overview.mp4
3.3 MB
~Get Your Files Here !/03 - Introduction to the Pandas Library/001 Overview_en.srt
3.5 KB
~Get Your Files Here !/03 - Introduction to the Pandas Library/002 Series Data Structure (1D).mp4
23.7 MB
~Get Your Files Here !/03 - Introduction to the Pandas Library/002 Series Data Structure (1D)_en.srt
13.9 KB
~Get Your Files Here !/03 - Introduction to the Pandas Library/003 DataFrame Data Structure (2D).mp4
8.6 MB
~Get Your Files Here !/03 - Introduction to the Pandas Library/003 DataFrame Data Structure (2D)_en.srt
5.1 KB
~Get Your Files Here !/03 - Introduction to the Pandas Library/004 Data Selection in a DataFrame.mp4
27.7 MB
~Get Your Files Here !/03 - Introduction to the Pandas Library/005 Exercise #2 – Pandas Series and DataFrame.mp4
7.7 MB
~Get Your Files Here !/03 - Introduction to the Pandas Library/005 Exercise #2 – Pandas Series and DataFrame_en.srt
0 B
~Get Your Files Here !/03 - Introduction to the Pandas Library/Exercise #2 - Pandas Series and DataFrame.ipynb
9.4 KB
~Get Your Files Here !/03 - Introduction to the Pandas Library/Solution #2 - Pandas Series and DataFrame.ipynb
29.2 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/001 Overview.mp4
1.3 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/001 Overview_en.srt
1.4 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/002 Kaggle and the Titanic Dataset.mp4
41 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/002 Kaggle and the Titanic Dataset_en.srt
6.2 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/003 Loading a Tabular Data File.mp4
42.1 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/003 Loading a Tabular Data File_en.srt
7 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/004 Adjusting the Loading Parameters.mp4
66.6 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/004 Adjusting the Loading Parameters_en.srt
14.7 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/005 Preview the DataFrame.mp4
26.7 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/005 Preview the DataFrame_en.srt
8.6 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/006 Using Summary Statistics.mp4
12.4 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/006 Using Summary Statistics_en.srt
5 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/007 The Concept of Methods Chaining.mp4
22.9 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/007 The Concept of Methods Chaining_en.srt
5.8 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/008 Sorting and Ranking.mp4
8.9 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/008 Sorting and Ranking_en.srt
3.5 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/009 Filtering.mp4
11 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/009 Filtering_en.srt
5.3 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/010 Grouping.mp4
9.9 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/010 Grouping_en.srt
5.1 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/011 Exercise #3 – Data Loading and Analysis.mp4
7.7 MB
~Get Your Files Here !/04 - Loading Data into a DataFrame/011 Exercise #3 – Data Loading and Analysis_en.srt
0 B
~Get Your Files Here !/04 - Loading Data into a DataFrame/Exercise 3 – Data Loading and Analysis/Exercise #3 – Data Loading and Analysis.ipynb
10 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/Exercise 3 – Data Loading and Analysis/Solution #3 – Data Loading and Analysis.ipynb
69.3 KB
~Get Your Files Here !/04 - Loading Data into a DataFrame/Exercise 3 – Data Loading and Analysis/titanic.csv
59.8 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/001 Overview.mp4
2.5 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/001 Overview_en.srt
2.3 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/002 Removing Columns or Rows.mp4
9.4 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/002 Removing Columns or Rows_en.srt
4.7 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/003 Removing Duplicate Rows.mp4
45.9 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/003 Removing Duplicate Rows_en.srt
9.8 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/004 Renaming Column Labels.mp4
9.2 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/004 Renaming Column Labels_en.srt
4 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/005 Dropping Missing Values.mp4
14.9 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/005 Dropping Missing Values_en.srt
8.1 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/006 Filling-in Missing Values.mp4
9.7 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/006 Filling-in Missing Values_en.srt
3.9 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/007 Creating Dummy Variables.mp4
21.9 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/007 Creating Dummy Variables_en.srt
9.5 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/008 Exporting Data into Files.mp4
5.8 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/008 Exporting Data into Files_en.srt
2.8 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/009 Exercise #4 – Data Cleaning and Transformation.mp4
1 MB
~Get Your Files Here !/05 - Data Cleaning and Transformation/009 Exercise #4 – Data Cleaning and Transformation_en.srt
0 B
~Get Your Files Here !/05 - Data Cleaning and Transformation/Exercise #4 – Data Cleaning and Transformation.ipynb
11.3 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/Solution #4 – Data Cleaning and Transformation.ipynb
88.9 KB
~Get Your Files Here !/05 - Data Cleaning and Transformation/titanic.csv
59.8 KB
~Get Your Files Here !/06 - Course Summary/001 Let's Recap and Thank You!.mp4
32.9 MB
~Get Your Files Here !/06 - Course Summary/001 Let's Recap and Thank You!_en.srt
3.2 KB
~Get Your Files Here !/06 - Course Summary/002 BONUS.html
185 B
~Get Your Files Here !/06 - Course Summary/002 List-of-My-Courses-2023.pdf
