6.28 GB | 8min 45s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :001 Welcome to Polars.mp4 | Size: (90.56 MB)
FileName :002 [macOS] Intro to Terminal.mp4 | Size: (56.19 MB)
FileName :003 [macOS] Install uv, a Python package and project manager.mp4 | Size: (20.1 MB)
FileName :004 [macOS] Download Course Materials and Setup Project.mp4 | Size: (12.63 MB)
FileName :005 [Windows] Intro to PowerShell.mp4 | Size: (30.63 MB)
FileName :006 [Windows] Install uv, a Python package and project manager.mp4 | Size: (17.23 MB)
FileName :007 [Windows] Download Course Materials and Setup Project.mp4 | Size: (17.99 MB)
FileName :008 Jupyter Lab Startup and Shutdown.mp4 | Size: (31.41 MB)
FileName :009 Intro to Jupyter Lab.mp4 | Size: (43.8 MB)
FileName :010 Setting Up Ruff Formatter in Jupyter Lab.mp4 | Size: (5.63 MB)
FileName :011 Import Libraries into Jupyter Lab.mp4 | Size: (13.15 MB)
FileName :001 Comments.mp4 | Size: (19.08 MB)
FileName :002 Data Types.mp4 | Size: (29.32 MB)
FileName :003 Operators.mp4 | Size: (38.47 MB)
FileName :004 Equality and Inequality Operators.mp4 | Size: (27.4 MB)
FileName :005 Variables.mp4 | Size: (21.1 MB)
FileName :006 Built-In Functions.mp4 | Size: (52.92 MB)
FileName :007 Custom Functions.mp4 | Size: (61.2 MB)
FileName :008 String Methods.mp4 | Size: (67.24 MB)
FileName :009 Lists.mp4 | Size: (39.65 MB)
FileName :010 Index Positions and Slicing.mp4 | Size: (53 MB)
FileName :011 Tuples.mp4 | Size: (22.05 MB)
FileName :012 Dictionaries.mp4 | Size: (43.68 MB)
FileName :013 Classes and Objects.mp4 | Size: (27.37 MB)
FileName :014 Importing Modules.mp4 | Size: (42.51 MB)
FileName :015 Importing Libraries.mp4 | Size: (11.34 MB)
FileName :016 Unsigned and Signed Integers.mp4 | Size: (73.5 MB)
FileName :001 Import the Polars Series.mp4 | Size: (18.08 MB)
FileName :002 Create a Series.mp4 | Size: (36.97 MB)
FileName :003 Data Type Inference.mp4 | Size: (36.88 MB)
FileName :004 Attributes.mp4 | Size: (11.14 MB)
FileName :005 Missing Values.mp4 | Size: (21.22 MB)
FileName :006 The alias Method.mp4 | Size: (14.56 MB)
FileName :007 Import a CSV File with the read csv Function.mp4 | Size: (39.37 MB)
FileName :008 The head and tail Methods.mp4 | Size: (22.81 MB)
FileName :009 Memory Optimization and the schema overrides Parameter.mp4 | Size: (42.73 MB)
FileName :010 Sorting a Series.mp4 | Size: (21.3 MB)
FileName :011 Mathematical Methods.mp4 | Size: (21.58 MB)
FileName :012 Rounding Methods.mp4 | Size: (10.78 MB)
FileName :013 How Polars Differs from Pandas.mp4 | Size: (48.43 MB)
FileName :001 Intro to DataFrames.mp4 | Size: (10.76 MB)
FileName :002 Create a DataFrame from Scratch.mp4 | Size: (9.02 MB)
FileName :003 Read a DataFrame from CSV.mp4 | Size: (31.62 MB)
FileName :004 No Index, No Problem.mp4 | Size: (19.21 MB)
FileName :005 Intro to Expressions.mp4 | Size: (25.72 MB)
FileName :006 The select Method I.mp4 | Size: (23.74 MB)
FileName :007 Renaming Columns.mp4 | Size: (33.76 MB)
FileName :008 The select Method II.mp4 | Size: (40.55 MB)
FileName :009 The select Method III - Targeting by Data Type.mp4 | Size: (15.68 MB)
FileName :010 Expressions as Building Blocks.mp4 | Size: (18.65 MB)
FileName :011 Expressions that Count Values.mp4 | Size: (27.88 MB)
FileName :012 Extracting One or More Rows.mp4 | Size: (24.63 MB)
FileName :013 List Slicing Syntax.mp4 | Size: (23.76 MB)
FileName :014 Expressions that Target Row Values.mp4 | Size: (20.42 MB)
FileName :015 Extracting a Single Value from DataFrame with the item Method.mp4 | Size: (13.09 MB)
FileName :016 Extracting Rows by Index Positions with the gather and gather every Methods.mp4 | Size: (16.29 MB)
FileName :017 Extracting a Random Set of Values.mp4 | Size: (9.73 MB)
FileName :018 Casting Columns to Different Types.mp4 | Size: (21.2 MB)
FileName :019 Customizing the DataFrame Schema.mp4 | Size: (24.15 MB)
FileName :020 Renaming Columns.mp4 | Size: (15.85 MB)
FileName :021 The name Attribute.mp4 | Size: (22.63 MB)
FileName :022 Dropping Columns.mp4 | Size: (13.32 MB)
FileName :023 Replacing Values.mp4 | Size: (10.15 MB)
FileName :024 Mathematical Operations I.mp4 | Size: (42.61 MB)
FileName :025 Mathematical Operations II.mp4 | Size: (14.25 MB)
FileName :026 Cumulative Mathematical Operations.mp4 | Size: (26.2 MB)
FileName :027 The with columns Method.mp4 | Size: (36.2 MB)
FileName :028 The all and exclude Functions.mp4 | Size: (21.87 MB)
FileName :001 The fill null Method.mp4 | Size: (46.02 MB)
FileName :002 Interpolation.mp4 | Size: (18.07 MB)
FileName :003 Dropping Missing Data.mp4 | Size: (41.09 MB)
FileName :004 Sorting by a Single Column.mp4 | Size: (51.06 MB)
FileName :005 Sorting by Multiple Columns I.mp4 | Size: (29.9 MB)
FileName :006 Sorting by Multiple Columns II.mp4 | Size: (33.23 MB)
FileName :007 Characters vs Bytes.mp4 | Size: (35.56 MB)
FileName :008 Sorting based on Expressions.mp4 | Size: (29.56 MB)
FileName :009 The top k and bottom k Methods.mp4 | Size: (13.34 MB)
FileName :010 The rank Method.mp4 | Size: (22.1 MB)
FileName :011 The shuffle Method.mp4 | Size: (19.22 MB)
FileName :012 Counting and Extracting Unique Values.mp4 | Size: (25.84 MB)
FileName :013 The value counts Method.mp4 | Size: (28.69 MB)
FileName :001 Introducing the Dataset.mp4 | Size: (16.98 MB)
FileName :002 The filter Method.mp4 | Size: (39.59 MB)
FileName :003 Filtering with Mathematical Operators.mp4 | Size: (24.88 MB)
FileName :004 Filtering with Missing Values.mp4 | Size: (38.11 MB)
FileName :005 Filtering with Boolean Columns.mp4 | Size: (11.64 MB)
FileName :006 Applying And Logic (Multiple Boolean Expressions).mp4 | Size: (58.94 MB)
FileName :007 Keyword Argument Filtering.mp4 | Size: (15.28 MB)
FileName :008 Applying Or Logic.mp4 | Size: (26.51 MB)
FileName :009 Operator Precedence.mp4 | Size: (24.21 MB)
FileName :010 Applying Exclusive OR (xor) Logic.mp4 | Size: (12.77 MB)
FileName :011 Filtering for Unique and Duplicate Values.mp4 | Size: (27.27 MB)
FileName :012 Filtering with Datetimes.mp4 | Size: (42.84 MB)
FileName :013 The is between Method.mp4 | Size: (32.54 MB)
FileName :014 The is in Method.mp4 | Size: (13.15 MB)
FileName :015 The remove Method.mp4 | Size: (29.31 MB)
FileName :016 Negation with Tilde Symbol.mp4 | Size: (30.39 MB)
FileName :017 When, Then, Otherwise.mp4 | Size: (33.33 MB)
FileName :018 Partitioning DataFrames.mp4 | Size: (50.12 MB)
FileName :001 Introducing the Datasets.mp4 | Size: (20.94 MB)
FileName :002 Inner Joins.mp4 | Size: (58.2 MB)
FileName :003 The on Parameter.mp4 | Size: (10.75 MB)
FileName :004 Full Joins.mp4 | Size: (36.11 MB)
FileName :005 Left and Right Joins.mp4 | Size: (24.73 MB)
FileName :006 Semi Join.mp4 | Size: (10.59 MB)
FileName :007 Anti Join.mp4 | Size: (9.69 MB)
FileName :008 Cross JoinsCartesian Products.mp4 | Size: (14.21 MB)
FileName :009 Joining on Multiple Columns.mp4 | Size: (33.69 MB)
FileName :010 The validate Parameter.mp4 | Size: (52.01 MB)
FileName :011 The join asof Method I.mp4 | Size: (47.64 MB)
FileName :012 The join asof Method II - Tolerance.mp4 | Size: (29.27 MB)
FileName :013 The join asof Method III - The by Parameter.mp4 | Size: (50.6 MB)
FileName :001 Vertical Concatenation.mp4 | Size: (15.12 MB)
FileName :002 Horizontal Concatenation.mp4 | Size: (16.43 MB)
FileName :003 Diagonal Concatenation.mp4 | Size: (15.59 MB)
FileName :004 Align Concatenation.mp4 | Size: (37.39 MB)
FileName :005 Relaxed Concatenation.mp4 | Size: (39.33 MB)
FileName :006 Rechunking.mp4 | Size: (66.27 MB)
FileName :007 The vstack Method.mp4 | Size: (51.16 MB)
FileName :008 The extend Method.mp4 | Size: (29.15 MB)
FileName :009 The hstack Method.mp4 | Size: (8.79 MB)
FileName :001 Wide vs Long DataFrames.mp4 | Size: (23.53 MB)
FileName :002 The unpivot Method to Convert a Wide DataFrame to a Long DataFrame.mp4 | Size: (26.65 MB)
FileName :003 The pivot Method to Convert a Long DataFrame to a Wide DataFrame.mp4 | Size: (16.47 MB)
FileName :004 Pivot Tables I.mp4 | Size: (27.41 MB)
FileName :005 Pivot Tables II.mp4 | Size: (17.72 MB)
FileName :006 The transpose Method.mp4 | Size: (14.69 MB)
FileName :001 Arrays and Lists.mp4 | Size: (35.05 MB)
FileName :002 The str split Method.mp4 | Size: (16.2 MB)
FileName :003 The list Namespace.mp4 | Size: (20.32 MB)
FileName :004 Sorting the Lists.mp4 | Size: (9.17 MB)
FileName :005 The explode Method.mp4 | Size: (12.57 MB)
FileName :006 Exploding with Multiple Columns of Lists.mp4 | Size: (28.1 MB)
FileName :007 Mathematical Operations.mp4 | Size: (20.91 MB)
FileName :008 The list eval, list any, and list all Methods.mp4 | Size: (31.79 MB)
FileName :009 Concatenating Column Values.mp4 | Size: (35.17 MB)
FileName :010 Arrays.mp4 | Size: (23.18 MB)
FileName :011 The arr Attribute.mp4 | Size: (15.61 MB)
FileName :001 Intro to Structs.mp4 | Size: (30.24 MB)
FileName :002 The struct field and unnest Methods.mp4 | Size: (13.76 MB)
FileName :003 The value counts Method.mp4 | Size: (22.27 MB)
FileName :004 Rename Struct Fields.mp4 | Size: (9.89 MB)
FileName :005 Using Structs to Work with Nested Data.mp4 | Size: (82.41 MB)
FileName :006 Using Structs to Identify Duplicates across Columns.mp4 | Size: (21.8 MB)
FileName :001 Introducing the Dataset.mp4 | Size: (13.05 MB)
FileName :002 Case Conversion.mp4 | Size: (19.69 MB)
FileName :003 Removing Whitespace.mp4 | Size: (23.55 MB)
FileName :004 Removing Prefix and Suffix.mp4 | Size: (18.41 MB)
FileName :005 Characters vs Bytes.mp4 | Size: (36.72 MB)
FileName :006 String Slicing.mp4 | Size: (20.26 MB)
FileName :007 Filtering Methods.mp4 | Size: (41.08 MB)
FileName :008 Regular Expressions.mp4 | Size: (34.95 MB)
FileName :009 Capture Groups.mp4 | Size: (42.89 MB)
FileName :010 Replacing Values.mp4 | Size: (23.14 MB)
FileName :011 Find Longest Employee Names.mp4 | Size: (36.5 MB)
FileName :001 Categorical Data.mp4 | Size: (37.93 MB)
FileName :002 The cat Namespace.mp4 | Size: (13.44 MB)
FileName :003 Enums.mp4 | Size: (31.39 MB)
FileName :004 Enums, Categoricals, and Sorting.mp4 | Size: (26.48 MB)
FileName :001 Import a Dataset with Datetimes.mp4 | Size: (31.37 MB)
FileName :002 Parse Datetimes with the strptime Method.mp4 | Size: (46.21 MB)
FileName :003 Parse Dates and Times.mp4 | Size: (22.29 MB)
FileName :004 Converting from Date to String.mp4 | Size: (28.09 MB)
FileName :005 Extracting Datetime Components.mp4 | Size: (28.9 MB)
FileName :006 Filtering by Date, Time, and Datetime.mp4 | Size: (49.11 MB)
FileName :007 Adding and Subtracting Time I.mp4 | Size: (29.78 MB)
FileName :008 Adding and Subtracting Time II.mp4 | Size: (24.9 MB)
FileName :009 Durations.mp4 | Size: (23.66 MB)
FileName :010 Timezones I.mp4 | Size: (62.83 MB)
FileName :011 Timezones II - Conversions.mp4 | Size: (22.98 MB)
FileName :001 A Review of Targeting Strategies.mp4 | Size: (38.99 MB)
FileName :002 Introducing Selectors.mp4 | Size: (14.55 MB)
FileName :003 Selecting by Data Type.mp4 | Size: (16.67 MB)
FileName :004 Selecting by Column Position.mp4 | Size: (14.47 MB)
FileName :005 Set Operations with Selectors.mp4 | Size: (42.93 MB)
FileName :001 Introducing our Dataset.mp4 | Size: (23.3 MB)
FileName :002 Intro to Grouping.mp4 | Size: (21.33 MB)
FileName :003 GroupBy Methods.mp4 | Size: (35.27 MB)
FileName :004 Largest and Smallest Values per Group.mp4 | Size: (22.14 MB)
FileName :005 Aggregations with the agg Method.mp4 | Size: (26.04 MB)
FileName :006 Using Selectors in Aggregations.mp4 | Size: (19.17 MB)
FileName :007 Grouping with Multiple Columns.mp4 | Size: (8.52 MB)
FileName :008 Grouping Temporal Data.mp4 | Size: (46.18 MB)
FileName :009 Window Functions and the over Method.mp4 | Size: (34.68 MB)
FileName :001 LazyFrames and Eager vs Lazy Evaluation.mp4 | Size: (23.74 MB)
FileName :002 The scan csv Function and the collect Method.mp4 | Size: (56.54 MB)
FileName :003 A Matter of Time.mp4 | Size: (12.84 MB)
FileName :004 Convert a DataFrame to a LazyFrame.mp4 | Size: (17.4 MB)
FileName :005 LazyFrame Limitations.mp4 | Size: (36.58 MB)]
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