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[ FreeCourseWeb com ] Udemy - Data Analysis with Python - Full Course for Beginners
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Name:[ FreeCourseWeb com ] Udemy - Data Analysis with Python - Full Course for Beginners
Infohash: DFC2DD94DAF1E8BA68FB0B5401CB521CDC5E3592
Total Size: 3.76 GB
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Last Updated: 2026-01-20 23:27:13 (Update Now)
Torrent added: 2021-07-10 21:00:52
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01 Introduction
001 Introduction.en.srt
001 Introduction.mp4
002 Course Resources.en.srt
002 Course Resources.mp4
003 Install Python on Windows.en.srt
003 Install Python on Windows.mp4
004 Install Python on MacOS.en.srt
004 Install Python on MacOS.mp4
005 Install Anaconda.en.srt
005 Install Anaconda.mp4
006 Jupyter Notebook.en.srt
006 Jupyter Notebook.mp4
external-assets-links.txt
02 Python Basics
001 Python 101 - print.en.srt
001 Python 101 - print.mp4
002 Python 101 - Variables.en.srt
002 Python 101 - Variables.mp4
003 Python 101 - Variables Code Challenge.en.srt
003 Python 101 - Variables Code Challenge.mp4
004 Python 101 - Comments.en.srt
004 Python 101 - Comments.mp4
005 Python 101 - Data Types.en.srt
005 Python 101 - Data Types.mp4
006 Python 101 - Data Types Examples.en.srt
006 Python 101 - Data Types Examples.mp4
007 Python 101 - String Formating.en.srt
007 Python 101 - String Formating.mp4
008 Python 101 - Operators.en.srt
008 Python 101 - Operators.mp4
009 Python 101 - Control Flow IF statement.en.srt
009 Python 101 - Control Flow IF statement.mp4
010 Python 101 - Control Flow FOR loop.en.srt
010 Python 101 - Control Flow FOR loop.mp4
011 Python 101 - Control Flow Range Function Demo.en.srt
011 Python 101 - Control Flow Range Function Demo.mp4
012 Python 101 - Control Flow WHILE loop.en.srt
012 Python 101 - Control Flow WHILE loop.mp4
013 Python 101 - Control flow Loop Code Challenge.en.srt
013 Python 101 - Control flow Loop Code Challenge.mp4
014 Python 101 - Control Flow CONTINUE & BREAK.en.srt
014 Python 101 - Control Flow CONTINUE & BREAK.mp4
015 Python 101 - Builtin Functions.en.srt
015 Python 101 - Builtin Functions.mp4
016 Python 101 - Builtin Functions Demo.en.srt
016 Python 101 - Builtin Functions Demo.mp4
017 Python 101 - Functions.en.srt
017 Python 101 - Functions.mp4
018 Python 101 - Functional decomposition.en.srt
018 Python 101 - Functional decomposition.mp4
03 Data Structures in Python
001 Data Structure introduction.en.srt
001 Data Structure introduction.mp4
002 Data structure - List.en.srt
002 Data structure - List.mp4
003 List - Access list element by index.en.srt
003 List - Access list element by index.mp4
004 List - Index and slice.en.srt
004 List - Index and slice.mp4
005 List Methods.en.srt
005 List Methods.mp4
006 List - Traverse a list.en.srt
006 List - Traverse a list.mp4
007 List - Functions to Generate a list.en.srt
007 List - Functions to Generate a list.mp4
008 List - A Code Challenge.en.srt
008 List - A Code Challenge.mp4
009 Data structure - Tuple.en.srt
009 Data structure - Tuple.mp4
010 Tuple Iterations.en.srt
010 Tuple Iterations.mp4
011 Data structure - Dictionary.en.srt
011 Data structure - Dictionary.mp4
012 Dictionary Methods.en.srt
012 Dictionary Methods.mp4
013 Dictionary iterations.en.srt
013 Dictionary iterations.mp4
014 Dictionary - Code Challenge.en.srt
014 Dictionary - Code Challenge.mp4
015 Dictionary - Code Challenge Solution.en.srt
015 Dictionary - Code Challenge Solution.mp4
016 Data structure - Set.en.srt
016 Data structure - Set.mp4
017 Set methods.en.srt
017 Set methods.mp4
018 Set Iterations.en.srt
018 Set Iterations.mp4
038 alice.txt
04 Pandas in Python
001 Python packages.en.srt
001 Python packages.mp4
002 Python standard library and Python Package index.en.srt
002 Python standard library and Python Package index.mp4
003 Install and Import packages.en.srt
003 Install and Import packages.mp4
004 Introduction to Pandas.en.srt
004 Introduction to Pandas.mp4
005 View DataFrame data.en.srt
005 View DataFrame data.mp4
006 Pandas DataFrame Slice and Index.en.srt
006 Pandas DataFrame Slice and Index.mp4
007 Pandas DataFrame slice with [].en.srt
007 Pandas DataFrame slice with [].mp4
008 Pandas DataFrame slice with loc.en.srt
008 Pandas DataFrame slice with loc.mp4
009 Pandas DataFrame slice with iloc.en.srt
009 Pandas DataFrame slice with iloc.mp4
010 Pandas DataFrame slice with at, iat and boolean vectors.en.srt
010 Pandas DataFrame slice with at, iat and boolean vectors.mp4
011 Pandas operation axis.en.srt
011 Pandas operation axis.mp4
012 Pandas Descriptive statistics.en.srt
012 Pandas Descriptive statistics.mp4
013 Merge Data in pandas.en.srt
013 Merge Data in pandas.mp4
014 Concat Data in pandas.en.srt
014 Concat Data in pandas.mp4
015 Drop duplicates in dataframe.en.srt
015 Drop duplicates in dataframe.mp4
016 Group data using groupby in Pandas - Example 1.en.srt
016 Group data using groupby in Pandas - Example 1.mp4
017 Group data using groupby in Pandas - Example 2.en.srt
017 Group data using groupby in Pandas - Example 2.mp4
018 Group data using groupby in Pandas - Example 3.en.srt
018 Group data using groupby in Pandas - Example 3.mp4
019 Pivot Table in Pandas.en.srt
019 Pivot Table in Pandas.mp4
020 Read and write csv files in pandas.en.srt
020 Read and write csv files in pandas.mp4
021 Read multiple csv files.en.srt
021 Read multiple csv files.mp4
022 Read and write excel files in pandas.en.srt
022 Read and write excel files in pandas.mp4
023 Handle missing values in pandas.en.srt
023 Handle missing values in pandas.mp4
024 Drop na values in pandas.en.srt
024 Drop na values in pandas.mp4
025 Replace na values in pandas.en.srt
025 Replace na values in pandas.mp4
05 Numpy in Python
001 Introduction to Numpy.en.srt
001 Introduction to Numpy.mp4
002 Array Creation Part 1.en.srt
002 Array Creation Part 1.mp4
003 Array Creation Part 2.en.srt
003 Array Creation Part 2.mp4
004 Array shape.en.srt
004 Array shape.mp4
005 Array Operations.en.srt
005 Array Operations.mp4
006 Array slicing and indexing.en.srt
006 Array slicing and indexing.mp4
007 Array advanced indexing part 1.en.srt
007 Array advanced indexing part 1.mp4
008 Array advanced indexing part 2.en.srt
008 Array advanced indexing part 2.mp4
009 Numpy methods.en.srt
009 Numpy methods.mp4
010 Numpy functions.en.srt
010 Numpy functions.mp4
011 Conditional logics as array operations.en.srt
011 Conditional logics as array operations.mp4
012 Reference to statistics and linear algebra.en.srt
012 Reference to statistics and linear algebra.mp4
013 Code challenge - solve sudoku.en.srt
013 Code challenge - solve sudoku.mp4
014 Code challenge - solve sudoku solution.en.srt
014 Code challenge - solve sudoku solution.mp4
079 linear_algebra_handout.pdf
079 stats_handout_by_csvoss.pdf
06 Python Functional Programming
001 Lambda Function.en.srt
001 Lambda Function.mp4
002 Filter Function.en.srt
002 Filter Function.mp4
003 Map Function.en.srt
003 Map Function.mp4
004 Reduce Function.en.srt
004 Reduce Function.mp4
005 List comprehension.en.srt
005 List comprehension.mp4
006 Map Lambda vs List comprehension.en.srt
006 Map Lambda vs List comprehension.mp4
07 Python Exceptions Handling
001 Introduction to python exceptions.en.srt
001 Introduction to python exceptions.mp4
002 Python exception types.en.srt
002 Python exception types.mp4
003 Handling exceptions.en.srt
003 Handling exceptions.mp4
004 Clean up exceptions.en.srt
004 Clean up exceptions.mp4
005 Debugging in python.en.srt
005 Debugging in python.mp4
08 File Input_Output in Python
001 File Hierarchy - Locate your files.en.srt
001 File Hierarchy - Locate your files.mp4
002 Working with files.en.srt
002 Working with files.mp4
003 Read file content.en.srt
003 Read file content.mp4
004 Read file and read lines.en.srt
004 Read file and read lines.mp4
005 Write to files in Python.en.srt
005 Write to files in Python.mp4
006 Work with JSON files.en.srt
006 Work with JSON files.mp4
007 Make API request and JSON file operations.en.srt
007 Make API request and JSON file operations.mp4
09 Course project
001 Project introduction.en.srt
001 Project introduction.mp4
002 Project Solution Part 1.en.srt
002 Project Solution Part 1.mp4
003 Project Solution Part 2.en.srt
003 Project Solution Part 2.mp4
004 Project Solution Part 3.en.srt
004 Project Solution Part 3.mp4
005 Project Solution Part 4.en.srt
005 Project Solution Part 4.mp4
006 Project Solution Part 5.en.srt
006 Project Solution Part 5.mp4
100 project_data.xlsx
external-assets-links.txt
Bonus Resources.txt
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