Udemy - Python and Data Science from Scratch With RealLife Exercises (2.2024)

Creation Time	Nov. 3, 2025, 10:56 a.m.
Last Access Time	Dec. 17, 2025, 11:45 a.m.
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Keywords	and from Python Science With - Udemy 2024 2 Scratch Exercises RealLife Data
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24 - Python For Data Science HandsOn Projects/179 - Answers for English Premier League Project.mp4 228.4 MB
24 - Python For Data Science HandsOn Projects/175 - Bike Sharing Project Answers.mp4 212.7 MB
24 - Python For Data Science HandsOn Projects/177 - Answer for Housing and Property Sales Project.mp4 196.3 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/163 - Combining Data Frames Part I in Pandas.mp4 142.1 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/164 - Combining Data Frames Part II in Pandas.mp4 120.5 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/165 - Work with Dataset Files in Pandas.mp4 115.0 MB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/102 - Numpy Exercises.mp4 99.6 MB
24 - Python For Data Science HandsOn Projects/173 - Titanic Project Answers.mp4 88.4 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/155 - Data Frame attributes and Methods Part I in Pandas.mp4 84.1 MB
19 - Using Numpy for Data Manipulation/95 - Arithmetic Operations in Numpy.mp4 83.5 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/162 - How We Deal with Missing Data.mp4 82.9 MB
21 - Pandas Using Pandas for Data Manipulation/141 - Coordinated Use of Grouping and Aggregation Functions in Pandas Dataframes.mp4 77.5 MB
13 - Exceptions in Python Programming/49 - Exception Handling in Python Programming.mp4 77.1 MB
2 - Data Science Setting Up Python for Mac and Windows/7 - Installing Python and PyCharm For MAC.mp4 73.7 MB
17 - Data Science Python Project Project/62 - Project Remote Controller Application.mp4 72.6 MB
21 - Pandas Using Pandas for Data Manipulation/134 - Merge Pandas Dataframes Merge Function Lesson 3.mp4 71.4 MB
21 - Pandas Using Pandas for Data Manipulation/139 - Aggregation Functions in Pandas DataFrames.mp4 70.7 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/158 - Multi Index in Pandas.mp4 70.2 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/160 - Missing Data and Data Munging Part I in Pandas.mp4 70.1 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/156 - Data Frame attributes and Methods Part II in Pandas.mp4 68.1 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/157 - Data Frame attributes and Methods Part III in Pandas.mp4 67.3 MB
21 - Pandas Using Pandas for Data Manipulation/147 - Pivot Tables in Pandas Library.mp4 66.2 MB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/99 - Array and Features in Numpy.mp4 65.1 MB
14 - Python Programming Files/52 - File Operations in Python Data Science.mp4 63.6 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/159 - Groupby Operations in Pandas.mp4 63.2 MB
12 - Data Science Python Dictionaries/44 - Dictionaries in Python Data Science.mp4 62.6 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/154 - Series and Features in Pandas.mp4 59.9 MB
2 - Data Science Setting Up Python for Mac and Windows/5 - Installing Anaconda Distribution For MAC.mp4 57.6 MB
21 - Pandas Using Pandas for Data Manipulation/124 - Null Values in Pandas Dataframes.mp4 55.9 MB
19 - Using Numpy for Data Manipulation/65 - Introduction to NumPy Library.mp4 54.6 MB
23 - Data Visualization/169 - Figure Subplot and Axes in Data visualization.mp4 53.9 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/161 - Missing Data and Data Munging Part II in Pandas.mp4 50.3 MB
21 - Pandas Using Pandas for Data Manipulation/149 - Data Entry with Csv and Txt Files.mp4 47.3 MB
21 - Pandas Using Pandas for Data Manipulation/131 - Concatenating Pandas Dataframes Concat Function.mp4 47.2 MB
16 - Object Oriented Programming OOP/61 - Overriding and Overloading in OOP.mp4 47.0 MB
2 - Data Science Setting Up Python for Mac and Windows/6 - Installing Anaconda Distribution For Windows.mp4 44.8 MB
21 - Pandas Using Pandas for Data Manipulation/132 - Merge Pandas Dataframes Merge Function Lesson 1.mp4 43.4 MB
21 - Pandas Using Pandas for Data Manipulation/136 - Joining Pandas Dataframes Join Function.mp4 41.9 MB
23 - Data Visualization/170 - Figure Customization in Data visualization.mp4 41.8 MB
19 - Using Numpy for Data Manipulation/67 - The Power of NumPy.mp4 41.2 MB
21 - Pandas Using Pandas for Data Manipulation/110 - Most Applied Methods on Pandas Series.mp4 39.5 MB
15 - Python 3 Sets/55 - Sets and Set Operations and Methods.mp4 38.7 MB
21 - Pandas Using Pandas for Data Manipulation/126 - Filling Null Values Fillna Function.mp4 38.7 MB
21 - Pandas Using Pandas for Data Manipulation/128 - MultiIndex and Index Hierarchy in Pandas DataFrames.mp4 37.9 MB
21 - Pandas Using Pandas for Data Manipulation/140 - Examining the Data Set 2.mp4 37.5 MB
21 - Pandas Using Pandas for Data Manipulation/144 - Advanced Aggregation Functions Transform Function.mp4 37.0 MB
19 - Using Numpy for Data Manipulation/96 - Statistical Operations in Numpy.mp4 36.8 MB
21 - Pandas Using Pandas for Data Manipulation/145 - Advanced Aggregation Functions Apply Function.mp4 36.5 MB
6 - Conditionals in Python/20 - Exercise Calculator in Python.mp4 35.9 MB
19 - Using Numpy for Data Manipulation/76 - Creating NumPy Array with Random Function.mp4 34.6 MB
21 - Pandas Using Pandas for Data Manipulation/121 - Element Selection with Conditional Operations in Pandas Data Frames.mp4 34.5 MB
21 - Pandas Using Pandas for Data Manipulation/105 - Creating a Pandas Series with a List.mp4 34.0 MB
16 - Object Oriented Programming OOP/58 - Constructor in OOP.mp4 33.9 MB
21 - Pandas Using Pandas for Data Manipulation/138 - Examining the Data Set 1.mp4 31.7 MB
21 - Pandas Using Pandas for Data Manipulation/135 - Merge Pandas Dataframes Merge Function Lesson 4.mp4 31.4 MB
6 - Conditionals in Python/19 - If Statements in Python.mp4 31.2 MB
10 - Lists in Data Science Python/40 - List Comprehensions in Python.mp4 30.7 MB
16 - Object Oriented Programming OOP/59 - Methods in OOP.mp4 30.1 MB
21 - Pandas Using Pandas for Data Manipulation/146 - Examining the Data Set 3.mp4 29.9 MB
19 - Using Numpy for Data Manipulation/91 - Fancy Indexing of TwoDimensional Arrrays.mp4 29.8 MB
21 - Pandas Using Pandas for Data Manipulation/127 - Setting Index in Pandas DataFrames.mp4 29.7 MB
21 - Pandas Using Pandas for Data Manipulation/148 - Accessing and Making Files Available.mp4 29.2 MB
19 - Using Numpy for Data Manipulation/81 - Concatenating Numpy Arrays Concatenate Functio.mp4 29.0 MB
23 - Data Visualization/167 - Using Matplotlib.mp4 28.6 MB
21 - Pandas Using Pandas for Data Manipulation/118 - Top Level Element Selection in Pandas DataFrames Lesson 1.mp4 27.9 MB
21 - Pandas Using Pandas for Data Manipulation/151 - Outputting as an CSV Extension.mp4 27.1 MB
21 - Pandas Using Pandas for Data Manipulation/137 - Loading a Dataset from the Seaborn Library.mp4 26.7 MB
19 - Using Numpy for Data Manipulation/89 - Assigning Value to TwoDimensional Array.mp4 26.6 MB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/101 - Indexing and Slicing in Numpy.mp4 26.5 MB
2 - Data Science Setting Up Python for Mac and Windows/9 - Installing Jupyter Notebook For MAC.mp4 24.0 MB
21 - Pandas Using Pandas for Data Manipulation/130 - Selecting Elements Using the xs Function in MultiIndexed DataFrames.mp4 24.0 MB
21 - Pandas Using Pandas for Data Manipulation/142 - Advanced Aggregation Functions Aggregate Function.mp4 23.5 MB
21 - Pandas Using Pandas for Data Manipulation/103 - Introduction to Pandas Library.mp4 23.5 MB
21 - Pandas Using Pandas for Data Manipulation/133 - Merge Pandas Dataframes Merge Function Lesson 2.mp4 22.8 MB
3 - If there are variables there is Python/11 - What is a variable in Python.mp4 22.8 MB
19 - Using Numpy for Data Manipulation/83 - Splitting TwoDimensional Numpy Arrays Split.mp4 22.7 MB
16 - Object Oriented Programming OOP/60 - Inheritance in OOP.mp4 22.7 MB
11 - Tuples in Python Programming/43 - Tuples.mp4 22.6 MB
21 - Pandas Using Pandas for Data Manipulation/117 - Element Selection Operations in Pandas DataFrames Lesson 2.mp4 22.5 MB
2 - Data Science Setting Up Python for Mac and Windows/8 - Installing Python and PyCharm For Windows.mp4 22.5 MB
19 - Using Numpy for Data Manipulation/87 - Slicing TwoDimensional Numpy Arrays.mp4 22.2 MB
4 - Math is not so confusing with Python 3 now/12 - Numbers and Math Operators with example.mp4 21.0 MB
6 - Conditionals in Python/18 - Comparison and Logical Operators in Python.mp4 20.9 MB
21 - Pandas Using Pandas for Data Manipulation/122 - Adding Columns to Pandas Data Frames.mp4 20.9 MB
21 - Pandas Using Pandas for Data Manipulation/125 - Dropping Null Values Dropna Function.mp4 20.7 MB
19 - Using Numpy for Data Manipulation/78 - Reshaping a NumPy Array Reshape Function.mp4 20.4 MB
21 - Pandas Using Pandas for Data Manipulation/111 - Indexing and Slicing Pandas Series.mp4 20.1 MB
19 - Using Numpy for Data Manipulation/69 - Creating NumPy Array with The Array Function.mp4 19.9 MB
19 - Using Numpy for Data Manipulation/85 - Indexing Numpy Arrays.mp4 19.7 MB
21 - Pandas Using Pandas for Data Manipulation/143 - Advanced Aggregation Functions Filter Function.mp4 19.6 MB
14 - Python Programming Files/53 - Exercise Team Building.mp4 19.5 MB
19 - Using Numpy for Data Manipulation/77 - Properties of NumPy Array.mp4 19.2 MB
21 - Pandas Using Pandas for Data Manipulation/115 - Examining the Properties of Pandas DataFrames.mp4 19.2 MB
21 - Pandas Using Pandas for Data Manipulation/119 - Top Level Element Selection in Pandas DataFrames Lesson 2.mp4 18.9 MB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/153 - What is Pandas.mp4 18.9 MB
21 - Pandas Using Pandas for Data Manipulation/116 - Element Selection Operations in Pandas DataFrames Lesson 1.mp4 18.8 MB
21 - Pandas Using Pandas for Data Manipulation/129 - Element Selection in MultiIndexed DataFrames.mp4 18.5 MB
19 - Using Numpy for Data Manipulation/70 - Creating NumPy Array with Zeros Function.mp4 18.4 MB
10 - Lists in Data Science Python/39 - List Methods in Python.mp4 18.4 MB
21 - Pandas Using Pandas for Data Manipulation/150 - Data Entry with Excel Files.mp4 17.9 MB
8 - Functions in Python Bootcamp/31 - Return Statement in Python.mp4 16.8 MB
14 - Python Programming Files/54 - Exercise Overlap.mp4 16.7 MB
23 - Data Visualization/168 - Pyplot Pylab Matplotlib in Data visualization.mp4 16.5 MB
21 - Pandas Using Pandas for Data Manipulation/120 - Top Level Element Selection in Pandas DataFrames Lesson 3.mp4 16.5 MB
19 - Using Numpy for Data Manipulation/86 - Slicing OneDimensional Numpy Arrays.mp4 16.4 MB
9 - Modules in Python 3/37 - Exercise Number Game in Python.mp4 16.4 MB
19 - Using Numpy for Data Manipulation/94 - Operations with Comparison Operators.mp4 16.3 MB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/98 - What is Numpy.mp4 16.0 MB
7 - Loops in Python/28 - Exercise User Login with Loops in Python.mp4 15.7 MB
23 - Data Visualization/171 - Plot Customization in Data visualization.mp4 15.7 MB
19 - Using Numpy for Data Manipulation/97 - Solving SecondDegree Equations with NumPy.mp4 15.7 MB
18 - Python For Data Science In Foreign Lands Data Science/63 - What Is Data Science.mp4 15.3 MB
21 - Pandas Using Pandas for Data Manipulation/152 - Outputting as an Excel File.mp4 15.0 MB
15 - Python 3 Sets/56 - Set Comprehensions in Python Programming.mp4 14.9 MB
6 - Conditionals in Python/21 - Exercise User Login in Python.mp4 14.6 MB
21 - Pandas Using Pandas for Data Manipulation/112 - Creating Pandas DataFrame with List.mp4 14.2 MB
19 - Using Numpy for Data Manipulation/88 - Assigning Value to OneDimensional Arrays.mp4 13.7 MB
19 - Using Numpy for Data Manipulation/71 - Creating NumPy Array with Ones Function.mp4 13.6 MB
19 - Using Numpy for Data Manipulation/82 - Splitting OneDimensional Numpy Arrays The Split.mp4 13.5 MB
21 - Pandas Using Pandas for Data Manipulation/108 - Object Types in Series.mp4 13.4 MB
5 - Strings in Python Programming/13 - String Operations and Useful String Methods.mp4 13.3 MB
19 - Using Numpy for Data Manipulation/90 - Fancy Indexing of OneDimensional Arrrays.mp4 13.3 MB
19 - Using Numpy for Data Manipulation/84 - Sorting Numpy Arrays Sort Function.mp4 12.6 MB
21 - Pandas Using Pandas for Data Manipulation/106 - Creating a Pandas Series with a Dictionary.mp4 12.5 MB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/100 - Array Operators in Numpy.mp4 12.4 MB
21 - Pandas Using Pandas for Data Manipulation/109 - Examining the Primary Features of the Pandas Series.mp4 12.4 MB
19 - Using Numpy for Data Manipulation/93 - Combining Fancy Index with Normal Slicing.mp4 12.1 MB
21 - Pandas Using Pandas for Data Manipulation/114 - Creating Pandas DataFrame with Dictionary.mp4 11.7 MB
19 - Using Numpy for Data Manipulation/79 - Identifying the Largest Element of a Numpy Array.mp4 11.5 MB
24 - Python For Data Science HandsOn Projects/178 - Project IV English Premier League.mp4 11.4 MB
24 - Python For Data Science HandsOn Projects/174 - Project II Bike Sharing.mp4 11.3 MB
10 - Lists in Data Science Python/38 - Lists and List Operations in Python.mp4 10.5 MB
16 - Object Oriented Programming OOP/57 - Logic of OOP.mp4 10.4 MB
7 - Loops in Python/26 - Control Statements in Python.mp4 10.1 MB
7 - Loops in Python/24 - For Loops in Python.mp4 10.1 MB
8 - Functions in Python Bootcamp/33 - Exercise Finding Prime Number.mp4 10.0 MB
7 - Loops in Python/23 - While Loops in Python.mp4 9.9 MB
24 - Python For Data Science HandsOn Projects/172 - Analyse Data With Different Data Sets Titanic Project.mp4 9.8 MB
23 - Data Visualization/166 - What is Matplotlib.mp4 9.7 MB
13 - Exceptions in Python Programming/48 - What is Exception.mp4 9.7 MB
21 - Pandas Using Pandas for Data Manipulation/123 - Removing Rows and Columns from Pandas Data frames.mp4 9.6 MB
19 - Using Numpy for Data Manipulation/92 - Combining Fancy Index with Normal Indexing.mp4 9.5 MB
19 - Using Numpy for Data Manipulation/74 - Creating NumPy Array with Eye Function.mp4 9.4 MB
21 - Pandas Using Pandas for Data Manipulation/107 - Creating Pandas Series with NumPy Array.mp4 9.1 MB
21 - Pandas Using Pandas for Data Manipulation/113 - Creating Pandas DataFrame with NumPy Array.mp4 9.0 MB
24 - Python For Data Science HandsOn Projects/176 - Project III Housing and Property Sales.mp4 8.8 MB
5 - Strings in Python Programming/14 - Data Type Conversion.mp4 8.7 MB
8 - Functions in Python Bootcamp/30 - Create A New Function and Function Calls.mp4 8.5 MB
2 - Data Science Setting Up Python for Mac and Windows/10 - Installing Jupyter Notebook For Windows.mp4 8.2 MB
9 - Modules in Python 3/35 - How It is Work in Python.mp4 8.1 MB
19 - Using Numpy for Data Manipulation/72 - Creating NumPy Array with Full Function.mp4 8.1 MB
1 - Data Science Python is Easy to Learn with Python Python Data Science Pandas/1 - Python Is The New King and Pandas and Numpy Are So Cute.mp4 7.9 MB
7 - Loops in Python/25 - Range Function in Python.mp4 7.8 MB
9 - Modules in Python 3/36 - Create A New Module in Python.mp4 7.7 MB
18 - Python For Data Science In Foreign Lands Data Science/64 - Data Literacy.mp4 7.7 MB
19 - Using Numpy for Data Manipulation/80 - Detecting Least Element of Numpy Array Min Ar.mp4 7.5 MB
12 - Data Science Python Dictionaries/47 - Data Science Python Exercise Word Counter.mp4 7.3 MB
19 - Using Numpy for Data Manipulation/73 - Creating NumPy Array with Arange Function.mp4 7.2 MB
10 - Lists in Data Science Python/41 - Data Science Python Exercise Fibonacci Numbers.mp4 6.6 MB
5 - Strings in Python Programming/15 - Exercise Company Email Generator.mp4 6.2 MB
14 - Python Programming Files/51 - Python Programming Files.mp4 6.2 MB
8 - Functions in Python Bootcamp/32 - Lambda Functions in Python.mp4 6.0 MB
12 - Data Science Python Dictionaries/46 - Data Science Python Exercise Letter Counter.mp4 5.8 MB
7 - Loops in Python/27 - Exercise Perfect Numbers in Python.mp4 5.4 MB
10 - Lists in Data Science Python/42 - Data Science Ptyhon Exercise Merging Name and Surname.mp4 5.2 MB
19 - Using Numpy for Data Manipulation/75 - Creating NumPy Array with Linspace Function.mp4 4.8 MB
12 - Data Science Python Dictionaries/45 - Dictionary Comprehensions in Python Data Science.mp4 4.7 MB
9 - Modules in Python 3/34 - Logic of Using Modules in Python.mp4 4.6 MB
13 - Exceptions in Python Programming/50 - Exercise if Number.mp4 4.6 MB
8 - Functions in Python Bootcamp/29 - Functions in Python Programming.mp4 4.5 MB
6 - Conditionals in Python/17 - bool Function in Python.mp4 4.4 MB
6 - Conditionals in Python/16 - Conditionals in Python.mp4 4.0 MB
7 - Loops in Python/22 - Loops in Python.mp4 3.3 MB
24 - Python For Data Science HandsOn Projects/175 - Project-II-answers.rar 3.2 MB
24 - Python For Data Science HandsOn Projects/179 - Answers.ipynb 287.0 KB
24 - Python For Data Science HandsOn Projects/177 - Answers.ipynb 175.1 KB
24 - Python For Data Science HandsOn Projects/176 - Project-III.rar 136.9 KB
24 - Python For Data Science HandsOn Projects/173 - Answers.ipynb 87.4 KB
24 - Python For Data Science HandsOn Projects/174 - Project-II.rar 74.4 KB
24 - Python For Data Science HandsOn Projects/175 - Bike Sharing Project Answers.srt 33.3 KB
24 - Python For Data Science HandsOn Projects/179 - Answers for English Premier League Project.srt 32.7 KB
24 - Python For Data Science HandsOn Projects/177 - Answer for Housing and Property Sales Project.srt 32.7 KB
21 - Pandas Using Pandas for Data Manipulation/139 - Aggregation Functions in Pandas DataFrames.srt 30.8 KB
21 - Pandas Using Pandas for Data Manipulation/141 - Coordinated Use of Grouping and Aggregation Functions in Pandas Dataframes.srt 27.0 KB
24 - Python For Data Science HandsOn Projects/173 - Titanic Project Answers.srt 23.5 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/160 - Missing Data and Data Munging Part I in Pandas.srt 23.3 KB
19 - Using Numpy for Data Manipulation/67 - The Power of NumPy.srt 23.2 KB
19 - Using Numpy for Data Manipulation/95 - Arithmetic Operations in Numpy.srt 22.7 KB
21 - Pandas Using Pandas for Data Manipulation/124 - Null Values in Pandas Dataframes.srt 21.6 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/154 - Series and Features in Pandas.srt 20.8 KB
21 - Pandas Using Pandas for Data Manipulation/110 - Most Applied Methods on Pandas Series.srt 19.8 KB
21 - Pandas Using Pandas for Data Manipulation/149 - Data Entry with Csv and Txt Files.srt 19.6 KB
23 - Data Visualization/169 - Figure Subplot and Axes in Data visualization.srt 19.4 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/163 - Combining Data Frames Part I in Pandas.srt 18.8 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/164 - Combining Data Frames Part II in Pandas.srt 18.7 KB
21 - Pandas Using Pandas for Data Manipulation/131 - Concatenating Pandas Dataframes Concat Function.srt 18.3 KB
19 - Using Numpy for Data Manipulation/91 - Fancy Indexing of TwoDimensional Arrrays.srt 17.9 KB
21 - Pandas Using Pandas for Data Manipulation/136 - Joining Pandas Dataframes Join Function.srt 17.2 KB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/102 - Numpy Exercises.srt 17.1 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/155 - Data Frame attributes and Methods Part I in Pandas.srt 17.0 KB
21 - Pandas Using Pandas for Data Manipulation/126 - Filling Null Values Fillna Function.srt 16.8 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/162 - How We Deal with Missing Data.srt 16.5 KB
21 - Pandas Using Pandas for Data Manipulation/121 - Element Selection with Conditional Operations in Pandas Data Frames.srt 16.5 KB
24 - Python For Data Science HandsOn Projects/178 - Project-IV.rar 16.5 KB
21 - Pandas Using Pandas for Data Manipulation/144 - Advanced Aggregation Functions Transform Function.srt 16.4 KB
23 - Data Visualization/170 - Figure Customization in Data visualization.srt 15.9 KB
24 - Python For Data Science HandsOn Projects/172 - Project-I.rar 15.8 KB
21 - Pandas Using Pandas for Data Manipulation/147 - Pivot Tables in Pandas Library.srt 15.7 KB
21 - Pandas Using Pandas for Data Manipulation/105 - Creating a Pandas Series with a List.srt 15.6 KB
21 - Pandas Using Pandas for Data Manipulation/132 - Merge Pandas Dataframes Merge Function Lesson 1.srt 15.4 KB
21 - Pandas Using Pandas for Data Manipulation/140 - Examining the Data Set 2.srt 15.3 KB
19 - Using Numpy for Data Manipulation/89 - Assigning Value to TwoDimensional Array.srt 15.2 KB
17 - Data Science Python Project Project/62 - Project Remote Controller Application.srt 15.0 KB
21 - Pandas Using Pandas for Data Manipulation/145 - Advanced Aggregation Functions Apply Function.srt 14.6 KB
21 - Pandas Using Pandas for Data Manipulation/134 - Merge Pandas Dataframes Merge Function Lesson 3.srt 13.9 KB
19 - Using Numpy for Data Manipulation/81 - Concatenating Numpy Arrays Concatenate Functio.srt 13.8 KB
19 - Using Numpy for Data Manipulation/87 - Slicing TwoDimensional Numpy Arrays.srt 13.7 KB
21 - Pandas Using Pandas for Data Manipulation/118 - Top Level Element Selection in Pandas DataFrames Lesson 1.srt 13.6 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/165 - Work with Dataset Files in Pandas.srt 13.5 KB
21 - Pandas Using Pandas for Data Manipulation/122 - Adding Columns to Pandas Data Frames.srt 13.2 KB
21 - Pandas Using Pandas for Data Manipulation/128 - MultiIndex and Index Hierarchy in Pandas DataFrames.srt 12.9 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/159 - Groupby Operations in Pandas.srt 12.7 KB
19 - Using Numpy for Data Manipulation/83 - Splitting TwoDimensional Numpy Arrays Split.srt 12.7 KB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/99 - Array and Features in Numpy.srt 12.6 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/158 - Multi Index in Pandas.srt 12.5 KB
13 - Exceptions in Python Programming/49 - Exception Handling in Python Programming.srt 12.3 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/156 - Data Frame attributes and Methods Part II in Pandas.srt 12.1 KB
15 - Python 3 Sets/55 - Sets and Set Operations and Methods.srt 12.1 KB
19 - Using Numpy for Data Manipulation/76 - Creating NumPy Array with Random Function.srt 12.1 KB
21 - Pandas Using Pandas for Data Manipulation/146 - Examining the Data Set 3.srt 11.8 KB
19 - Using Numpy for Data Manipulation/69 - Creating NumPy Array with The Array Function.srt 11.7 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/161 - Missing Data and Data Munging Part II in Pandas.srt 11.5 KB
21 - Pandas Using Pandas for Data Manipulation/116 - Element Selection Operations in Pandas DataFrames Lesson 1.srt 11.4 KB
21 - Pandas Using Pandas for Data Manipulation/119 - Top Level Element Selection in Pandas DataFrames Lesson 2.srt 11.3 KB
21 - Pandas Using Pandas for Data Manipulation/142 - Advanced Aggregation Functions Aggregate Function.srt 11.3 KB
21 - Pandas Using Pandas for Data Manipulation/135 - Merge Pandas Dataframes Merge Function Lesson 4.srt 11.2 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/157 - Data Frame attributes and Methods Part III in Pandas.srt 11.2 KB
14 - Python Programming Files/52 - File Operations in Python Data Science.srt 11.1 KB
4 - Math is not so confusing with Python 3 now/12 - Numbers and Math Operators with example.srt 11.1 KB
6 - Conditionals in Python/18 - Comparison and Logical Operators in Python.srt 11.0 KB
21 - Pandas Using Pandas for Data Manipulation/138 - Examining the Data Set 1.srt 10.8 KB
19 - Using Numpy for Data Manipulation/85 - Indexing Numpy Arrays.srt 10.5 KB
21 - Pandas Using Pandas for Data Manipulation/125 - Dropping Null Values Dropna Function.srt 10.5 KB
6 - Conditionals in Python/19 - If Statements in Python.srt 10.3 KB
21 - Pandas Using Pandas for Data Manipulation/111 - Indexing and Slicing Pandas Series.srt 10.3 KB
12 - Data Science Python Dictionaries/44 - Dictionaries in Python Data Science.srt 10.2 KB
16 - Object Oriented Programming OOP/61 - Overriding and Overloading in OOP.srt 10.1 KB
21 - Pandas Using Pandas for Data Manipulation/115 - Examining the Properties of Pandas DataFrames.srt 10.1 KB
21 - Pandas Using Pandas for Data Manipulation/130 - Selecting Elements Using the xs Function in MultiIndexed DataFrames.srt 9.9 KB
21 - Pandas Using Pandas for Data Manipulation/151 - Outputting as an CSV Extension.srt 9.9 KB
21 - Pandas Using Pandas for Data Manipulation/127 - Setting Index in Pandas DataFrames.srt 9.9 KB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/101 - Indexing and Slicing in Numpy.srt 9.8 KB
19 - Using Numpy for Data Manipulation/94 - Operations with Comparison Operators.srt 9.8 KB
19 - Using Numpy for Data Manipulation/97 - Solving SecondDegree Equations with NumPy.srt 9.8 KB
3 - If there are variables there is Python/11 - What is a variable in Python.srt 9.6 KB
21 - Pandas Using Pandas for Data Manipulation/103 - Introduction to Pandas Library.srt 9.6 KB
21 - Pandas Using Pandas for Data Manipulation/137 - Loading a Dataset from the Seaborn Library.srt 9.5 KB
19 - Using Numpy for Data Manipulation/96 - Statistical Operations in Numpy.srt 9.5 KB
21 - Pandas Using Pandas for Data Manipulation/117 - Element Selection Operations in Pandas DataFrames Lesson 2.srt 9.3 KB
21 - Pandas Using Pandas for Data Manipulation/143 - Advanced Aggregation Functions Filter Function.srt 9.2 KB
19 - Using Numpy for Data Manipulation/90 - Fancy Indexing of OneDimensional Arrrays.srt 9.1 KB
21 - Pandas Using Pandas for Data Manipulation/120 - Top Level Element Selection in Pandas DataFrames Lesson 3.srt 9.0 KB
19 - Using Numpy for Data Manipulation/65 - Introduction to NumPy Library.srt 8.7 KB
19 - Using Numpy for Data Manipulation/78 - Reshaping a NumPy Array Reshape Function.srt 8.6 KB
19 - Using Numpy for Data Manipulation/86 - Slicing OneDimensional Numpy Arrays.srt 8.5 KB
21 - Pandas Using Pandas for Data Manipulation/112 - Creating Pandas DataFrame with List.srt 8.5 KB
19 - Using Numpy for Data Manipulation/82 - Splitting OneDimensional Numpy Arrays The Split.srt 8.5 KB
21 - Pandas Using Pandas for Data Manipulation/129 - Element Selection in MultiIndexed DataFrames.srt 8.3 KB
21 - Pandas Using Pandas for Data Manipulation/108 - Object Types in Series.srt 8.3 KB
23 - Data Visualization/167 - Using Matplotlib.srt 8.2 KB
19 - Using Numpy for Data Manipulation/88 - Assigning Value to OneDimensional Arrays.srt 8.1 KB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/98 - What is Numpy.srt 8.1 KB
23 - Data Visualization/168 - Pyplot Pylab Matplotlib in Data visualization.srt 7.9 KB
21 - Pandas Using Pandas for Data Manipulation/133 - Merge Pandas Dataframes Merge Function Lesson 2.srt 7.9 KB
21 - Pandas Using Pandas for Data Manipulation/148 - Accessing and Making Files Available.srt 7.6 KB
19 - Using Numpy for Data Manipulation/77 - Properties of NumPy Array.srt 7.6 KB
23 - Data Visualization/171 - Plot Customization in Data visualization.srt 7.6 KB
16 - Object Oriented Programming OOP/60 - Inheritance in OOP.srt 7.4 KB
21 - Pandas Using Pandas for Data Manipulation/109 - Examining the Primary Features of the Pandas Series.srt 7.3 KB
19 - Using Numpy for Data Manipulation/70 - Creating NumPy Array with Zeros Function.srt 7.3 KB
1 - Data Science Python is Easy to Learn with Python Python Data Science Pandas/2 - FAQ regarding Data Science Numpy Pandas.html 7.2 KB
18 - Python For Data Science In Foreign Lands Data Science/63 - What Is Data Science.srt 7.2 KB
21 - Pandas Using Pandas for Data Manipulation/106 - Creating a Pandas Series with a Dictionary.srt 7.1 KB
16 - Object Oriented Programming OOP/58 - Constructor in OOP.srt 7.1 KB
22 - Optional Recap Exercises and Bonus Info from the Pandas Library/153 - What is Pandas.srt 7.1 KB
19 - Using Numpy for Data Manipulation/93 - Combining Fancy Index with Normal Slicing.srt 7.0 KB
21 - Pandas Using Pandas for Data Manipulation/150 - Data Entry with Excel Files.srt 6.7 KB
11 - Tuples in Python Programming/43 - Tuples.srt 6.6 KB
15 - Python 3 Sets/56 - Set Comprehensions in Python Programming.srt 6.6 KB
2 - Data Science Setting Up Python for Mac and Windows/5 - Installing Anaconda Distribution For MAC.srt 6.5 KB
1 - Data Science Python is Easy to Learn with Python Python Data Science Pandas/4 - FAQ regarding Python Numpy Pandas.html 6.2 KB
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21 - Pandas Using Pandas for Data Manipulation/114 - Creating Pandas DataFrame with Dictionary.srt 6.1 KB
21 - Pandas Using Pandas for Data Manipulation/123 - Removing Rows and Columns from Pandas Data frames.srt 6.1 KB
19 - Using Numpy for Data Manipulation/84 - Sorting Numpy Arrays Sort Function.srt 6.1 KB
10 - Lists in Data Science Python/38 - Lists and List Operations in Python.srt 6.0 KB
24 - Python For Data Science HandsOn Projects/178 - Project IV English Premier League.srt 5.9 KB
16 - Object Oriented Programming OOP/57 - Logic of OOP.srt 5.8 KB
19 - Using Numpy for Data Manipulation/79 - Identifying the Largest Element of a Numpy Array.srt 5.7 KB
7 - Loops in Python/26 - Control Statements in Python.srt 5.6 KB
10 - Lists in Data Science Python/39 - List Methods in Python.srt 5.5 KB
24 - Python For Data Science HandsOn Projects/174 - Project II Bike Sharing.srt 5.5 KB
21 - Pandas Using Pandas for Data Manipulation/152 - Outputting as an Excel File.srt 5.4 KB
6 - Conditionals in Python/20 - Exercise Calculator in Python.srt 5.3 KB
5 - Strings in Python Programming/13 - String Operations and Useful String Methods.srt 5.2 KB
19 - Using Numpy for Data Manipulation/92 - Combining Fancy Index with Normal Indexing.srt 5.2 KB
2 - Data Science Setting Up Python for Mac and Windows/7 - Installing Python and PyCharm For MAC.srt 4.9 KB
20 - Optional Recap Exercises and Bonus Info from the Numpy Library/100 - Array Operators in Numpy.srt 4.8 KB
14 - Python Programming Files/53 - Exercise Team Building.srt 4.8 KB
21 - Pandas Using Pandas for Data Manipulation/113 - Creating Pandas DataFrame with NumPy Array.srt 4.7 KB
9 - Modules in Python 3/37 - Exercise Number Game in Python.srt 4.7 KB
16 - Object Oriented Programming OOP/59 - Methods in OOP.srt 4.7 KB
8 - Functions in Python Bootcamp/33 - Exercise Finding Prime Number.srt 4.7 KB
24 - Python For Data Science HandsOn Projects/172 - Analyse Data With Different Data Sets Titanic Project.srt 4.6 KB
2 - Data Science Setting Up Python for Mac and Windows/8 - Installing Python and PyCharm For Windows.srt 4.5 KB
8 - Functions in Python Bootcamp/30 - Create A New Function and Function Calls.srt 4.5 KB
19 - Using Numpy for Data Manipulation/72 - Creating NumPy Array with Full Function.srt 4.5 KB
19 - Using Numpy for Data Manipulation/74 - Creating NumPy Array with Eye Function.srt 4.5 KB
21 - Pandas Using Pandas for Data Manipulation/107 - Creating Pandas Series with NumPy Array.srt 4.5 KB
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1 - Data Science Python is Easy to Learn with Python Python Data Science Pandas/1 - Python Is The New King and Pandas and Numpy Are So Cute.srt 4.3 KB
6 - Conditionals in Python/21 - Exercise User Login in Python.srt 4.3 KB
13 - Exceptions in Python Programming/48 - What is Exception.srt 4.3 KB
19 - Using Numpy for Data Manipulation/68 - 6 Article Advice And Links about Numpy Numpy Pyhon.html 4.2 KB
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19 - Using Numpy for Data Manipulation/73 - Creating NumPy Array with Arange Function.srt 4.1 KB
9 - Modules in Python 3/35 - How It is Work in Python.srt 4.1 KB
24 - Python For Data Science HandsOn Projects/176 - Project III Housing and Property Sales.srt 4.0 KB
14 - Python Programming Files/54 - Exercise Overlap.srt 4.0 KB
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23 - Data Visualization/166 - What is Matplotlib.srt 3.9 KB
19 - Using Numpy for Data Manipulation/80 - Detecting Least Element of Numpy Array Min Ar.srt 3.9 KB
18 - Python For Data Science In Foreign Lands Data Science/64 - Data Literacy.srt 3.6 KB
8 - Functions in Python Bootcamp/32 - Lambda Functions in Python.srt 3.4 KB
5 - Strings in Python Programming/14 - Data Type Conversion.srt 3.4 KB
7 - Loops in Python/25 - Range Function in Python.srt 3.4 KB
9 - Modules in Python 3/34 - Logic of Using Modules in Python.srt 3.3 KB
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19 - Using Numpy for Data Manipulation/66 - Notebook Project Files Link regarding NumPy Python Programming Language Library.html 155 bytes
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7 - Loops in Python/6 - Python Data Science Quiz.html 13 bytes

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