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Chapter 6 Machine Learning Basics/003. Classification in Code.mp4 84.9 MB
Chapter 3 Matplotlib/007. Where to Learn More Matplotlib.mp4 55.8 MB
Chapter 6 Machine Learning Basics/002. What Is Classification.mp4 52.2 MB
Chapter 2 NumPy/007. Generating Data.mp4 50.1 MB
Chapter 1 Welcome and Logistics/001. Introduction and Outline.mp4 45.3 MB
Chapter 2 NumPy/005. Matrices.mp4 44.8 MB
Chapter 6 Machine Learning Basics/005. Regression in Code.mp4 43.5 MB
Chapter 6 Machine Learning Basics/009. Comparing Different Machine Learning Models.mp4 39.9 MB
Chapter 2 NumPy/002. Arrays Versus Lists.mp4 39.8 MB
Chapter 6 Machine Learning Basics/004. What Is Regression.mp4 39.7 MB
Chapter 4 Pandas/003. Selecting Rows and Columns.mp4 35.6 MB
Chapter 6 Machine Learning Basics/001. Machine Learning Section Introduction.mp4 35.2 MB
Chapter 6 Machine Learning Basics/010. Machine Learning and Deep Learning Future Topics.mp4 32.7 MB
Chapter 2 NumPy/009. Where to Learn More NumPy.mp4 32.7 MB
Chapter 5 SciPy/005. Where to Learn More SciPy.mp4 29.7 MB
Chapter 3 Matplotlib/005. Plotting Images.mp4 29.1 MB
Chapter 6 Machine Learning Basics/006. What Is a Feature Vector.mp4 29.0 MB
Chapter 2 NumPy/003. Dot Product.mp4 22.4 MB
Chapter 6 Machine Learning Basics/011. Machine Learning Section Summary.mp4 21.3 MB
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2 - Einfuhrung & Installation/10 - Windows Installation von VS Code.mp4 167.2 MB
2 - Einfuhrung & Installation/13 - Kurs-Struktur-mit-L-sung.zip 165.7 MB
10 - Scipy/70 - Curve Fitting.mp4 101.4 MB
3 - Python Basics/19 - Operators.mp4 100.6 MB
10 - Scipy/68 - Simple Optimierung von Funktionen.mp4 99.5 MB
6 - Methoden und Funktionen/35 - Funktionen mit mehreren Parametern 1.mp4 97.7 MB
7 - NumPy/47 - For Schleife vs DotFunktion.mp4 97.4 MB
2 - Einfuhrung & Installation/6 - Windows Installation Python und Anaconda.mp4 96.5 MB
3 - Python Basics/18 - Strings.mp4 87.0 MB
6 - Methoden und Funktionen/32 - Globale und lokale Variablen.mp4 82.6 MB
6 - Methoden und Funktionen/44 - Rekursive Funktion.mp4 80.9 MB
6 - Methoden und Funktionen/43 - call by value und call by name.mp4 74.0 MB
7 - NumPy/46 - Lists vs Arrays.mp4 70.3 MB
3 - Python Basics/15 - Variablen.mp4 68.9 MB
8 - Pandas/53 - autos-full.csv 68.4 MB
8 - Pandas/54 - autos-full.csv 68.4 MB
3 - Python Basics/17 - Casting.mp4 68.4 MB
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【影视】 [GigaCourse.Com] Udemy - Data Analysis with Pandas and Python

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01 - Installation and Setup/001 Introduction to Data Analysis with Pandas and Python.mp4 131.4 MB
05 - DataFrames II_ Filtering Data/002 Filter a DataFrame Based on A Condition.mp4 86.3 MB
05 - DataFrames II_ Filtering Data/001 This Module's Dataset + Memory Optimization.mp4 78.9 MB
10 - Merging, Joining, and Concatenating DataFrames/007 Left Joins.mp4 66.2 MB
11 - Working with Dates and Times in Datasets/006 Create Range of Dates with the pd.date_range() Method, Part 1.mp4 65.3 MB
09 - The GroupBy Object/002 First Operations with groupby Object.mp4 64.6 MB
04 - DataFrames I_ Introduction/014 Convert DataFrame Column Types with the astype Method.mp4 63.7 MB
10 - Merging, Joining, and Concatenating DataFrames/006 Outer Joins.mp4 62.5 MB
01 - Installation and Setup/007 macOS - Create conda Environment and Install pandas and Jupyter Notebook.mp4 62.1 MB
06 - DataFrames III_ Data Extraction/008 Rename Index Labels or Columns in a DataFrame.mp4 60.9 MB
11 - Working with Dates and Times in Datasets/007 Create Range of Dates with the pd.date_range() Method, Part 2.mp4 59.0 MB
10 - Merging, Joining, and Concatenating DataFrames/009 Merging by Indexes with the left_index and right_index Parameters.mp4 56.6 MB
05 - DataFrames II_ Filtering Data/008 Check for Duplicate DataFrame Rows with the duplicated Method.mp4 56.3 MB
01 - Installation and Setup/008 macOS - Unpack Course Materials + The Start and Shutdown Process.mp4 54.5 MB
01 - Installation and Setup/006 macOS - Access the Terminal Application.mp4 54.3 MB
11 - Working with Dates and Times in Datasets/005 The pd.to_datetime() Method.mp4 52.4 MB
04 - DataFrames I_ Introduction/001 Intro to DataFrames I Module.mp4 52.2 MB
10 - Merging, Joining, and Concatenating DataFrames/008 The left_on and right_on Parameters.mp4 50.9 MB
07 - Working with Text Data/002 Common String Methods - lower, upper, title, and len.mp4 50.2 MB
08 - MultiIndex/015 Use the pd.melt method to create a narrow dataset from a wide one.mp4 50.1 MB

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【影视】 [ DevCourseWeb.com ] Udemy - The Ultimate Beginners Guide to Data Analysis with Pandas

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~Get Your Files Here !/3. Dataframes/21. Importation and exportation.mp4 166.9 MB
~Get Your Files Here !/3. Dataframes/23. Homework solution.mp4 140.9 MB
~Get Your Files Here !/3. Dataframes/18. Concatenation and joining.mp4 100.4 MB
~Get Your Files Here !/2. Series/2. Creating series.mp4 94.2 MB
~Get Your Files Here !/3. Dataframes/19. Date conversions.mp4 85.8 MB
~Get Your Files Here !/3. Dataframes/14. Grouping.mp4 82.4 MB
~Get Your Files Here !/3. Dataframes/11. Creating new columns.mp4 79.1 MB
~Get Your Files Here !/3. Dataframes/7. Counting.mp4 75.8 MB
~Get Your Files Here !/3. Dataframes/6. Missing values.mp4 75.8 MB
~Get Your Files Here !/2. Series/5. Accessing elements with iloc.mp4 74.5 MB
~Get Your Files Here !/2. Series/6. Accessing elements with loc.mp4 72.0 MB
~Get Your Files Here !/2. Series/17. Homework solution.mp4 67.6 MB
~Get Your Files Here !/4. Data visualization/4. Bar and pizza plots.mp4 65.7 MB
~Get Your Files Here !/3. Dataframes/15. Grouping with aggregation.mp4 63.1 MB
~Get Your Files Here !/1. Introduction/1. Course content.mp4 61.6 MB
~Get Your Files Here !/3. Dataframes/2. Exploring dataframes.mp4 59.1 MB
~Get Your Files Here !/3. Dataframes/9. Filtering.mp4 56.0 MB
~Get Your Files Here !/2. Series/15. Functions.mp4 54.1 MB
~Get Your Files Here !/3. Dataframes/1. Creating dataframes.mp4 52.9 MB
~Get Your Files Here !/3. Dataframes/20. Date indexes.mp4 47.8 MB

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【压缩文件】 Fundamentals of Pandas

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【影视】 [ TutGator.com ] Udemy - Complete Hands On Pandas Bootcamp with a Real World Project

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~Get Your Files Here !/4. Important Operations in Pandas/1. Hands On Important Operations and Functions in Pandas.mp4 112.3 MB
~Get Your Files Here !/3. Operations in Pandas/7. Hands On Hierarchical Indexing Part 1.mp4 102.9 MB
~Get Your Files Here !/5. Real World Project/2. Pandas Project Part 2 Data Analysis and Manipulation.mp4 102.4 MB
~Get Your Files Here !/3. Operations in Pandas/4. Hands On Drop Operations in Pandas.mp4 46.3 MB
~Get Your Files Here !/3. Operations in Pandas/10. Hands On Merging and Joining in Pandas.mp4 45.0 MB
~Get Your Files Here !/4. Important Operations in Pandas/2. Hands On Statistical Functions in Pandas.mp4 44.2 MB
~Get Your Files Here !/3. Operations in Pandas/14. Hands On Pivot Tables in Pandas.mp4 43.8 MB
~Get Your Files Here !/3. Operations in Pandas/5. Hands On Pandas Window.mp4 43.0 MB
~Get Your Files Here !/3. Operations in Pandas/1. Hands On Missing Values.mp4 38.1 MB
~Get Your Files Here !/3. Operations in Pandas/2. Hands On Concatenation and Append in Pandas.mp4 35.9 MB
~Get Your Files Here !/3. Operations in Pandas/11. Hands on Aggregation in Pandas.mp4 34.5 MB
~Get Your Files Here !/4. Important Operations in Pandas/3. Hands On Descriptive Statistics in Pandas.mp4 33.7 MB
~Get Your Files Here !/3. Operations in Pandas/12. Hands On Grouping in Pandas Part 1.mp4 33.0 MB
~Get Your Files Here !/3. Operations in Pandas/3. Hands On Sorting in Pandas.mp4 29.5 MB
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~Get Your Files Here !/2. Pandas Basics/5. Hands on Data Indexing in Pandas.mp4 16.0 MB
~Get Your Files Here !/3. Operations in Pandas/13. Hands On Grouping in Pandas Part 2.mp4 15.0 MB
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【影视】 [UdemyCourseDownloader] Python Pandas and Altair Data Science & Visualization Course

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03. Python 3 on Raspberry Pi/4. Raspberry Pi Raspbian OS Setup Part 1.mp4 240.3 MB
21. Basic Altair Visualization/3. Encodings in Altair.mp4 231.7 MB
18. Python and MySQL/1. MySQL Installation on Windows.mp4 222.7 MB
11. Array Manipulation/1. Array Manipulation.mp4 198.8 MB
03. Python 3 on Raspberry Pi/5. Raspberry Pi Raspbian OS Setup Part 2.mp4 192.9 MB
18. Python and MySQL/2. Getting Started with MySQL and SQL Workbench.mp4 182.2 MB
07. Jupyter Notebook/6. A brief tour of Jupyter.mp4 160.5 MB
14. Plotting in Detail/3. Grid Axes and Labels.mp4 138.1 MB
08. Getting Started with NumPy/2. Ndarrays Indexing and Slicing.mp4 135.4 MB
03. Python 3 on Raspberry Pi/6. Remote Connection with VNC.mp4 128.6 MB
18. Python and MySQL/4. Explore MySQL Workbench.mp4 117.6 MB
17. Data Acquisition with Python, NumPy, and Matplotlib/3. Excel Files.mp4 116.4 MB
07. Jupyter Notebook/1. Jupyter and IPython.mp4 116.2 MB
21. Basic Altair Visualization/1. Installation and Basics.mp4 113.4 MB
19. Series and DataFrames in Pandas/2. DataFrames.mp4 110.3 MB
09. Creation of Arrays and Matplotlib/4. Numerical Ranges and Visualization.mp4 107.8 MB
18. Python and MySQL/6. Connect to MySQL with Python 3.mp4 102.8 MB
16. Matrices and Linear Algebra/6. Linear Algebra with SciPy.mp4 98.5 MB
18. Python and MySQL/7. Execute DDL.mp4 96.3 MB
18. Python and MySQL/8. INSERT.mp4 95.7 MB

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【影视】 [GigaCourse.Com] Udemy - The Ultimate Pandas Bootcamp Advanced Python Data Analysis

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13. Data Formats And IO/3. Reading HTML.mp4 108.8 MB
11. Regex And Text Manipulation/19. Is This A Valid Email.mp4 84.0 MB
11. Regex And Text Manipulation/21. Pandas str contains(), split() And replace() With Regex.mp4 80.0 MB
11. Regex And Text Manipulation/16. Introduction To Regular Expressions.mp4 78.7 MB
13. Data Formats And IO/5. Creating Output The to_ Family Of Methods.mp4 77.6 MB
4. Working With DataFrames/4. BONUS - Four More Ways To Build DataFrames.mp4 76.8 MB
11. Regex And Text Manipulation/23. Solution.mp4 75.9 MB
15. Appendix B - Going Local Installation And Setup/1. Installing Anaconda And Python - Windows.mp4 74.8 MB
3. Series Methods And Handling/28. Transforming With update(), apply() And map().mp4 73.3 MB
5. DataFrames In Depth/33. Element-wise Operations With applymap().mp4 71.8 MB
5. DataFrames In Depth/4. More Approaches To Boolean Masking.mp4 71.7 MB
5. DataFrames In Depth/31. Same-shape Transforms.mp4 70.2 MB
4. Working With DataFrames/22. Part I Collecting The Units.mp4 70.1 MB
11. Regex And Text Manipulation/14. BONUS Parsing Indicators With get_dummies().mp4 69.5 MB
5. DataFrames In Depth/14. Sorting vs. Reordering.mp4 68.4 MB
11. Regex And Text Manipulation/17. More Regex Concepts.mp4 68.3 MB
12. Visualizing Data/9. Other Visualization Options.mp4 66.7 MB
11. Regex And Text Manipulation/18. How To Approach Regex.mp4 66.6 MB
12. Visualizing Data/8. Scatter Plots.mp4 66.5 MB
4. Working With DataFrames/31. BONUS - Min, Max and Idx[MinMax], And Good Foods.mp4 66.0 MB