~Get Your Files Here !*01 - Getting Started with Level 2!8 项
- 001 Welcome!.mp411.63 MB
- 001 Welcome!_en.srt0.00 MB
- 002 Anaconda Installation.mp422.14 MB
- 002 Anaconda Installation_en.srt0.00 MB
- 003 JupyterLab Overview.mp410.70 MB
- 003 JupyterLab Overview_en.srt0.00 MB
- 004 Working with a Jupyter Notebook.mp423.09 MB
- 004 Working with a Jupyter Notebook_en.srt0.02 MB
~Get Your Files Here !*02 - Python Fundamentals for Data Science24 项
- 001 Overview.mp49.54 MB
- 001 Overview_en.srt0.00 MB
- 002 Variables and Data Types.mp410.99 MB
- 002 Variables and Data Types_en.srt0.01 MB
- 003 Strings.mp415.55 MB
- 003 Strings_en.srt0.01 MB
- 004 Lists.mp415.00 MB
- 004 Lists_en.srt0.01 MB
- 005 IF and For-Loop Statements.mp411.21 MB
- 005 IF and For-Loop Statements_en.srt0.01 MB
- 006 Functions.mp415.36 MB
- 006 Functions_en.srt0.01 MB
- 007 Dictionaries.mp421.90 MB
- 007 Dictionaries_en.srt0.01 MB
- 008 Classes, Objects, Attributes, and Methods.mp414.88 MB
- 008 Classes, Objects, Attributes, and Methods_en.srt0.01 MB
- 009 Importing Modules.mp414.01 MB
- 009 Importing Modules_en.srt0.01 MB
- 010 Libraries for Data Science Projects.mp431.48 MB
- 010 Libraries for Data Science Projects_en.srt0.01 MB
- 011 Exercise #1 - Python Fundamentals.mp47.66 MB
- 011 Exercise #1 - Python Fundamentals_en.srtNaN MB
- Exercise #1 - Python Fundamentals.ipynb0.02 MB
- Solution #1 - Python Fundamentals.ipynb0.03 MB
~Get Your Files Here !*03 - Introduction to the Pandas Library11 项
- 001 Overview.mp43.26 MB
- 001 Overview_en.srt0.00 MB
- 002 Series Data Structure (1D).mp423.70 MB
- 002 Series Data Structure (1D)_en.srt0.01 MB
- 003 DataFrame Data Structure (2D).mp48.59 MB
- 003 DataFrame Data Structure (2D)_en.srt0.00 MB
- 004 Data Selection in a DataFrame.mp427.67 MB
- 005 Exercise #2 – Pandas Series and DataFrame.mp47.74 MB
- 005 Exercise #2 – Pandas Series and DataFrame_en.srtNaN MB
- Exercise #2 - Pandas Series and DataFrame.ipynb0.01 MB
- Solution #2 - Pandas Series and DataFrame.ipynb0.03 MB
~Get Your Files Here !*04 - Loading Data into a DataFrame22 项
- 001 Overview.mp41.29 MB
- 001 Overview_en.srt0.00 MB
- 002 Kaggle and the Titanic Dataset.mp440.96 MB
- 002 Kaggle and the Titanic Dataset_en.srt0.01 MB
- 003 Loading a Tabular Data File.mp442.13 MB
- 003 Loading a Tabular Data File_en.srt0.01 MB
- 004 Adjusting the Loading Parameters.mp466.63 MB
- 004 Adjusting the Loading Parameters_en.srt0.01 MB
- 005 Preview the DataFrame.mp426.69 MB
- 005 Preview the DataFrame_en.srt0.01 MB
- 006 Using Summary Statistics.mp412.45 MB
- 006 Using Summary Statistics_en.srt0.00 MB
- 007 The Concept of Methods Chaining.mp422.87 MB
- 007 The Concept of Methods Chaining_en.srt0.01 MB
- 008 Sorting and Ranking.mp48.90 MB
- 008 Sorting and Ranking_en.srt0.00 MB
- 009 Filtering.mp410.99 MB
- 009 Filtering_en.srt0.01 MB
- 010 Grouping.mp49.93 MB
- 010 Grouping_en.srt0.00 MB
- 011 Exercise #3 – Data Loading and Analysis.mp47.73 MB
- 011 Exercise #3 – Data Loading and Analysis_en.srtNaN MB
~Get Your Files Here !*04 - Loading Data into a DataFrame*Exercise 3 – Data Loading and Analysis3 项
- Exercise #3 – Data Loading and Analysis.ipynb0.01 MB
- Solution #3 – Data Loading and Analysis.ipynb0.07 MB
- titanic.csv0.06 MB
~Get Your Files Here !*05 - Data Cleaning and Transformation21 项
- 001 Overview.mp42.54 MB
- 001 Overview_en.srt0.00 MB
- 002 Removing Columns or Rows.mp49.35 MB
- 002 Removing Columns or Rows_en.srt0.00 MB
- 003 Removing Duplicate Rows.mp445.91 MB
- 003 Removing Duplicate Rows_en.srt0.01 MB
- 004 Renaming Column Labels.mp49.23 MB
- 004 Renaming Column Labels_en.srt0.00 MB
- 005 Dropping Missing Values.mp414.93 MB
- 005 Dropping Missing Values_en.srt0.01 MB
- 006 Filling-in Missing Values.mp49.65 MB
- 006 Filling-in Missing Values_en.srt0.00 MB
- 007 Creating Dummy Variables.mp421.86 MB
- 007 Creating Dummy Variables_en.srt0.01 MB
- 008 Exporting Data into Files.mp45.81 MB
- 008 Exporting Data into Files_en.srt0.00 MB
- 009 Exercise #4 – Data Cleaning and Transformation.mp41.03 MB
- 009 Exercise #4 – Data Cleaning and Transformation_en.srtNaN MB
- Exercise #4 – Data Cleaning and Transformation.ipynb0.01 MB
- Solution #4 – Data Cleaning and Transformation.ipynb0.09 MB
- titanic.csv0.06 MB
~Get Your Files Here !*06 - Course Summary4 项
- 001 Let's Recap and Thank You!.mp432.85 MB
- 001 Let's Recap and Thank You!_en.srt0.00 MB
- 002 BONUS.html0.00 MB
- 002 List-of-My-Courses-2023.pdf0.15 MB
~Get Your Files Here !1 项
- Bonus Resources.txt0.00 MB