FILENAME SIZE 01 - Introduction/001 Course Welcome & Curriculum Walkthrough.mp4 117 MB 01 - Introduction/001 Course Welcome & Curriculum Walkthrough_en.srt 12.7 KB 01 - Introduction/002 What Do You Need To Know To Take This Course.mp4 16.8 MB 01 - Introduction/002 What Do You Need To Know To Take This Course_en.srt 2.9 KB 01 - Introduction/003 DataAnalysisCourseMaterials.zip 120.5 MB 01 - Introduction/003 Downloading The Course Materials IMPORTANT!!.mp4 28.4 MB 01 - Introduction/003 Downloading The Course Materials IMPORTANT!!_en.srt 4.2 KB 01 - Introduction/004 How The Exercises Work.mp4 18.7 MB 01 - Introduction/004 How The Exercises Work_en.srt 3.9 KB 02 - Setup & Installation/001 Introducing Jupyter Notebook!.mp4 44.6 MB 02 - Setup & Installation/001 Introducing Jupyter Notebook!_en.srt 9.4 KB 02 - Setup & Installation/002 Mac Installation Walkthrough.mp4 57.4 MB 02 - Setup & Installation/002 Mac Installation Walkthrough_en.srt 10.6 KB 02 - Setup & Installation/003 Windows Installation Walkthrough.mp4 54.7 MB 02 - Setup & Installation/003 Windows Installation Walkthrough_en.srt 11.4 KB 02 - Setup & Installation/004 Installing Pandas & Matplotlib (Mac & Windows).mp4 20.8 MB 02 - Setup & Installation/004 Installing Pandas & Matplotlib (Mac & Windows)_en.srt 6.9 KB 02 - Setup & Installation/external-assets-links.txt 162 B 03 - Working With Jupyter Notebook/001 Creating Notebooks & Running Cells.mp4 39.1 MB 03 - Working With Jupyter Notebook/001 Creating Notebooks & Running Cells_en.srt 11.1 KB 03 - Working With Jupyter Notebook/002 Shutting Down The Notebook Server.mp4 33.6 MB 03 - Working With Jupyter Notebook/002 Shutting Down The Notebook Server_en.srt 8.8 KB 03 - Working With Jupyter Notebook/003 How Cell Output Works.mp4 6.1 MB 03 - Working With Jupyter Notebook/003 How Cell Output Works_en.srt 4.3 KB 03 - Working With Jupyter Notebook/004 Command Mode Shortcuts.mp4 35.5 MB 03 - Working With Jupyter Notebook/004 Command Mode Shortcuts_en.srt 10.6 KB 03 - Working With Jupyter Notebook/005 Cell Types Markdown Time!.mp4 34.2 MB 03 - Working With Jupyter Notebook/005 Cell Types Markdown Time!_en.srt 8.3 KB 03 - Working With Jupyter Notebook/006 Restarting The Kernel.mp4 26.2 MB 03 - Working With Jupyter Notebook/006 Restarting The Kernel_en.srt 11.1 KB 03 - Working With Jupyter Notebook/007 Viewing The Docs Inside A Notebook.mp4 21.9 MB 03 - Working With Jupyter Notebook/007 Viewing The Docs Inside A Notebook_en.srt 4.5 KB 03 - Working With Jupyter Notebook/008 EXERCISE Jupyter Notebook.mp4 16 MB 03 - Working With Jupyter Notebook/008 EXERCISE Jupyter Notebook_en.srt 4.5 KB 03 - Working With Jupyter Notebook/009 SOLUTION Jupyter Notebook.mp4 39.1 MB 03 - Working With Jupyter Notebook/009 SOLUTION Jupyter Notebook_en.srt 10.4 KB 04 - Dataframes & Datasets/001 Datasets & CSV.mp4 42.9 MB 04 - Dataframes & Datasets/001 Datasets & CSV_en.srt 9.1 KB 04 - Dataframes & Datasets/002 pd.read_csv & DataFrames.mp4 47.9 MB 04 - Dataframes & Datasets/002 pd.read_csv & DataFrames_en.srt 10.2 KB 04 - Dataframes & Datasets/003 Inspecting DataFrames head(), tail(), etc.mp4 68.1 MB 04 - Dataframes & Datasets/003 Inspecting DataFrames head(), tail(), etc_en.srt 11.3 KB 04 - Dataframes & Datasets/004 DataTypes and info().mp4 39.7 MB 04 - Dataframes & Datasets/004 DataTypes and info()_en.srt 7.4 KB 04 - Dataframes & Datasets/005 The House Sales Dataset Walkthrough.mp4 53.1 MB 04 - Dataframes & Datasets/005 The House Sales Dataset Walkthrough_en.srt 8.5 KB 04 - Dataframes & Datasets/006 The Titanic Passenger Dataset Walkthrough.mp4 79.7 MB 04 - Dataframes & Datasets/006 The Titanic Passenger Dataset Walkthrough_en.srt 13.5 KB 04 - Dataframes & Datasets/007 Non-comma Separators Netflix Dataset.mp4 85.1 MB 04 - Dataframes & Datasets/007 Non-comma Separators Netflix Dataset_en.srt 12.8 KB 04 - Dataframes & Datasets/008 Overriding Headers Country Population Dataset.mp4 40.9 MB 04 - Dataframes & Datasets/008 Overriding Headers Country Population Dataset_en.srt 6.7 KB 04 - Dataframes & Datasets/009 EXERCISE DataFrames & Datasets.mp4 17.5 MB 04 - Dataframes & Datasets/009 EXERCISE DataFrames & Datasets_en.srt 5.1 KB 04 - Dataframes & Datasets/010 SOLUTION DataFrames & Datasets.mp4 82.3 MB 04 - Dataframes & Datasets/010 SOLUTION DataFrames & Datasets_en.srt 13.1 KB 05 - Basic DataFrame Methods & Computations/001 Min & Max.mp4 37.6 MB 05 - Basic DataFrame Methods & Computations/001 Min & Max_en.srt 8.7 KB 05 - Basic DataFrame Methods & Computations/002 Sum & Count.mp4 71.1 MB 05 - Basic DataFrame Methods & Computations/002 Sum & Count_en.srt 14.3 KB 05 - Basic DataFrame Methods & Computations/003 Mean, Median, & Mode.mp4 30.2 MB 05 - Basic DataFrame Methods & Computations/003 Mean, Median, & Mode_en.srt 8.4 KB 05 - Basic DataFrame Methods & Computations/004 Describe With Numeric Values.mp4 29.3 MB 05 - Basic DataFrame Methods & Computations/004 Describe With Numeric Values_en.srt 6.9 KB 05 - Basic DataFrame Methods & Computations/005 Describe With Objects (Text) Values.mp4 54.5 MB 05 - Basic DataFrame Methods & Computations/005 Describe With Objects (Text) Values_en.srt 11.8 KB 05 - Basic DataFrame Methods & Computations/006 EXERCISE Basic DataFrame Methods.mp4 13.5 MB 05 - Basic DataFrame Methods & Computations/006 EXERCISE Basic DataFrame Methods_en.srt 2.6 KB 05 - Basic DataFrame Methods & Computations/007 SOLUTION Basic DataFrame Methods.mp4 31.7 MB 05 - Basic DataFrame Methods & Computations/007 SOLUTION Basic DataFrame Methods_en.srt 6.8 KB 06 - Series & Columns/001 Selecting A Single Column.mp4 43.2 MB 06 - Series & Columns/001 Selecting A Single Column_en.srt 11.5 KB 06 - Series & Columns/002 A Closer Look At Series.mp4 51 MB 06 - Series & Columns/002 A Closer Look At Series_en.srt 13.8 KB 06 - Series & Columns/003 Important Series Methods.mp4 17.4 MB 06 - Series & Columns/003 Important Series Methods_en.srt 7.5 KB 06 - Series & Columns/004 unique & nunique.mp4 29.6 MB 06 - Series & Columns/004 unique & nunique_en.srt 7.8 KB 06 - Series & Columns/005 nlargest & nsmallest.mp4 53.9 MB 06 - Series & Columns/005 nlargest & nsmallest_en.srt 10.6 KB 06 - Series & Columns/006 Selecting Multiple Columns.mp4 21.8 MB 06 - Series & Columns/006 Selecting Multiple Columns_en.srt 5.6 KB 06 - Series & Columns/007 The powerful value_counts() method.mp4 47.6 MB 06 - Series & Columns/007 The powerful value_counts() method_en.srt 13.2 KB 06 - Series & Columns/008 Using plot() to visualize!.mp4 59.7 MB 06 - Series & Columns/008 Using plot() to visualize!_en.srt 16.8 KB 06 - Series & Columns/009 EXERCISE Series & Plotting.mp4 18.2 MB 06 - Series & Columns/009 EXERCISE Series & Plotting_en.srt 4.7 KB 06 - Series & Columns/010 SOLUTION Series & Plotting.mp4 63.6 MB 06 - Series & Columns/010 SOLUTION Series & Plotting_en.srt 14.4 KB 07 - Indexing & Sorting/001 Set_Index Basics.mp4 57.2 MB 07 - Indexing & Sorting/001 Set_Index Basics_en.srt 14.6 KB 07 - Indexing & Sorting/002 set_index The World Happiness Index Dataset.mp4 36.4 MB 07 - Indexing & Sorting/002 set_index The World Happiness Index Dataset_en.srt 8.2 KB 07 - Indexing & Sorting/003 setting index with read_csv.mp4 20.5 MB 07 - Indexing & Sorting/003 setting index with read_csv_en.srt 4 KB 07 - Indexing & Sorting/004 sort_values intro.mp4 34.9 MB 07 - Indexing & Sorting/004 sort_values intro_en.srt 6.2 KB
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