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Udemy - Machine Learning for Absolute Beginners - Level 2

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Description
[ DevCourseWeb.com ] Machine Learning for Absolute Beginners - Level 2



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Last updated 10/2023

Duration: 4h | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 710 MB

Genre: eLearning | Language: English



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



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Machine Learning for Absolute Beginners - Level 2
  • ~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 151.8 KB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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