Download Udemy - Complete Data Analysis Course with Pandas & NumPy : Python [Desire Course] Torrent

Torrent Contents Size: 4.21 GB

Udemy - Complete Data Analysis Course with Pandas & NumPy : Python [Desire Course]

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1. Introduction

1. What is Data analysis.mp4	MP4	95.77 MB
1. What is Data analysis.vtt	VTT	6.07 KB
2. Introduction to Pandas.mp4	MP4	78.38 MB
2. Introduction to Pandas.vtt	VTT	4.53 KB
3. Course FAQ.mp4	MP4	73.66 MB
3. Course FAQ.vtt	VTT	5.45 KB
4. Pandas.html	HTML	136 B

10. Panel Pandas

	1. Warning - Panel Data type.mp4	MP4	8.62 MB
	1. Warning - Panel Data type.vtt	VTT	4.2 KB

11. Pandas Options

1. max_rows , max_columns.mp4	MP4	66.11 MB
1. max_rows , max_columns.vtt	VTT	10.09 KB
1.1 Pandas Settings.zip.zip	ZIP	9.97 KB
2. precision.mp4	MP4	13.02 MB
2. precision.vtt	VTT	2.79 KB

12. Visualize Data with Pandas

1. Display Stock data with Line Chart.mp4	MP4	63.8 MB
1. Display Stock data with Line Chart.vtt	VTT	13.53 KB
2. Pie, Histogram and Bar Chart.mp4	MP4	56.34 MB
2. Pie, Histogram and Bar Chart.vtt	VTT	10.69 KB
3. Data Visualization.html	HTML	136 B

13. Import and Export data from Pandas

	1. read_csv() & to_csv() method.mp4	MP4	61.68 MB
	1. read_csv() & to_csv() method.vtt	VTT	11.88 KB

14. Working with Text Data

1. Getting started with Data.mp4	MP4	44.42 MB
1. Getting started with Data.vtt	VTT	5.72 KB
2. Some String methods.mp4	MP4	43.43 MB
2. Some String methods.vtt	VTT	8.44 KB
3. More String methods.mp4	MP4	70.95 MB
3. More String methods.vtt	VTT	14.57 KB
4. Filtering Message with String.mp4	MP4	41.36 MB
4. Filtering Message with String.vtt	VTT	7.62 KB
5. Splitting Text.mp4	MP4	29.46 MB
5. Splitting Text.vtt	VTT	6.01 KB
6. Processing on Column names.mp4	MP4	10.1 MB
6. Processing on Column names.vtt	VTT	2.26 KB

15. Data Grouping

1. Importing Data Grouping.mp4	MP4	48.54 MB
1. Importing Data Grouping.vtt	VTT	5.51 KB
2. Getting Group.mp4	MP4	37.42 MB
2. Getting Group.vtt	VTT	6.7 KB
3. Size, First and Last Method.mp4	MP4	31.05 MB
3. Size, First and Last Method.vtt	VTT	5.73 KB
4. Sum, Mean, Max, Min Method.mp4	MP4	48.31 MB
4. Sum, Mean, Max, Min Method.vtt	VTT	7.67 KB
5. .agg method.mp4	MP4	39.26 MB
5. .agg method.vtt	VTT	7.45 KB

16. Data Frame Multiindex

1. Import Data - Multiindex.mp4	MP4	9.58 MB
1. Import Data - Multiindex.vtt	VTT	2.93 KB
2. Set multiple column as index.mp4	MP4	23.38 MB
2. Set multiple column as index.vtt	VTT	4.77 KB
3. Sorting MultiIndex.mp4	MP4	32.01 MB
3. Sorting MultiIndex.vtt	VTT	5.88 KB
4. Index - Meta Information.mp4	MP4	39.43 MB
4. Index - Meta Information.vtt	VTT	5.91 KB
5. Change Index names.mp4	MP4	10.22 MB
5. Change Index names.vtt	VTT	1.6 KB
6. Fetch data from MultiIndex Dataframe.mp4	MP4	39.08 MB
6. Fetch data from MultiIndex Dataframe.vtt	VTT	7.13 KB
7. Transposing DataFrame.mp4	MP4	51 MB
7. Transposing DataFrame.vtt	VTT	8.43 KB
8. UnStack and Stack Data.mp4	MP4	48.66 MB
8. UnStack and Stack Data.vtt	VTT	7.97 KB
9. Pivot and Pivot_table Method.mp4	MP4	38.91 MB
9. Pivot and Pivot_table Method.vtt	VTT	6.97 KB

17. Working with Time series data

1. Python Date and Datetime module.mp4	MP4	36.19 MB
1. Python Date and Datetime module.vtt	VTT	7.99 KB
2. Pandas Timestamp and Datetimeindex object.mp4	MP4	86.31 MB
2. Pandas Timestamp and Datetimeindex object.vtt	VTT	16.65 KB
3. Generate Time sequence.vtt	VTT	10.44 KB

18. Data cleaning

1. Data cleaning - Youtube Dataset (warm up) Part - 1.mp4	MP4	18.5 MB
1. Data cleaning - Youtube Dataset (warm up) Part - 1.vtt	VTT	5.25 KB
1.1 Data Cleaning.zip.zip	ZIP	261 KB
2. Data cleaning - Youtube Channel Dataset Part - 2.mp4	MP4	48.73 MB
2. Data cleaning - Youtube Channel Dataset Part - 2.vtt	VTT	8.91 KB
3. Data cleaning - Youtube Channel Dataset Part - 3.mp4	MP4	90.72 MB
3. Data cleaning - Youtube Channel Dataset Part - 3.vtt	VTT	14.2 KB

19. Appendix Numpy - Numerical Python Library

1. Notes.html

HTML

222 B

2. Installation and IDE

1. Different ways of installation.mp4	MP4	53.41 MB
1. Different ways of installation.vtt	VTT	3.31 KB
10. Installation.html	HTML	136 B
2. Download and Install anaconda + Pandas.mp4	MP4	46.67 MB
2. Download and Install anaconda + Pandas.vtt	VTT	7.3 KB
2.1 Anaconda PythonR Distribution - Anaconda.html	HTML	99 B
2.1 MacOS installation.html	HTML	111 B
2.1 Windows Installation.html	HTML	112 B
2.2 Anaconda PythonR Distribution - Anaconda.html	HTML	99 B
2.2 Linux Installation.html	HTML	110 B
2.2 Windows Installation.html	HTML	112 B
2.3 Anaconda PythonR Distribution - Anaconda.html	HTML	99 B
2.3 Linux Installation.html	HTML	110 B
2.3 MacOS installation.html	HTML	111 B
2.3 Windows Installation.html	HTML	112 B
2.4 Anaconda PythonR Distribution - Anaconda.html	HTML	99 B
2.4 Linux Installation.html	HTML	110 B
2.4 MacOS installation.html	HTML	111 B
2.4 Windows Installation.html	HTML	112 B
3. Troubleshooting 'conda' is not recognized as an internal or external command.html	HTML	1.08 KB
4. Anaconda + Conda Command.mp4	MP4	57.09 MB
4. Anaconda + Conda Command.vtt	VTT	8.51 KB
4.1 Conda utility documentation.html	HTML	88 B
5. Conda Cheatsheet.html	HTML	321 B
5.1 Conda Cheatsheet.html	HTML	171 B
6. anaconda, conda & pandas Update.html	HTML	412 B
6.1 Updating from older versions.html	HTML	119 B
7. Getting started with Jupyter Lab.mp4	MP4	74.99 MB
7. Getting started with Jupyter Lab.vtt	VTT	14.8 KB
7.1 Jupyter Lab Documentation.html	HTML	105 B
8. Jupyter Notebook cheatsheet.html	HTML	290 B
8.1 Jupyter Notebook cheatsheet.html	HTML	150 B
9. Import Library.mp4	MP4	23.53 MB
9. Import Library.vtt	VTT	8.68 KB
9.1 Import Library.zip.zip	ZIP	526 B
9.1 Python Import Documentation.html	HTML	108 B
9.2 Import Library.zip.zip	ZIP	526 B
9.2 Pandas Documentation.html	HTML	106 B
9.3 Import Library.zip.zip	ZIP	526 B
9.3 Pandas Documentation.html	HTML	106 B
9.3 Python Import Documentation.html	HTML	108 B

20. Bonus Lecture

1. Bonus Lecture.html

HTML

664 B

3. Code Download

1. Python Code.html	HTML	103 B
1.1 Pandas.pdf.pdf	PDF	650.32 KB
1.1 code.zip.zip	ZIP	13.66 MB
1.2 Pandas.pdf.pdf	PDF	650.32 KB
1.2 code.zip.zip	ZIP	13.66 MB

4. Python Crash Course [Optional]

1. Introduction.mp4	MP4	34.27 MB
1. Introduction.vtt	VTT	2.35 KB
1.1 Python Crash Course.zip.zip	ZIP	3.13 KB
10. Functions.mp4	MP4	26.43 MB
10. Functions.vtt	VTT	8.07 KB
11. Python - 1.html	HTML	136 B
12. Python - 2.html	HTML	136 B
2. Python Basics - I.mp4	MP4	49.84 MB
2. Python Basics - I.vtt	VTT	17.14 KB
3. Data types, Numbers, String.html	HTML	136 B
4. Python Basics - II.mp4	MP4	28.25 MB
4. Python Basics - II.vtt	VTT	8.76 KB
5. Loops & Decision making.html	HTML	136 B
6. Lists and tuples.mp4	MP4	62.73 MB
6. Lists and tuples.vtt	VTT	17.2 KB
7. Lists and tuples.html	HTML	136 B
8. Dictionary and set.mp4	MP4	35.31 MB
8. Dictionary and set.vtt	VTT	11.39 KB
9. Dictionary and set.html	HTML	136 B

5. Python Exercises

1. Exercise Overview.mp4	MP4	29.16 MB
1. Exercise Overview.vtt	VTT	5.02 KB
1.1 Python Exercise.zip.zip	ZIP	2.77 KB
2. Solutions.mp4	MP4	109.43 MB
2. Solutions.vtt	VTT	21.91 KB

6. Numpy

1. Creating NumPy array.mp4	MP4	85.15 MB
1. Creating NumPy array.vtt	VTT	17.71 KB
1.1 NumPy cheatsheet.html	HTML	146 B
1.1 Numpy Quick tutorial.html	HTML	114 B
1.1 Numpy.zip.zip	ZIP	50.78 KB
1.2 NumPy cheatsheet.html	HTML	146 B
1.2 Numpy.zip.zip	ZIP	50.78 KB
1.3 NumPy cheatsheet.html	HTML	146 B
1.3 Numpy Quick tutorial.html	HTML	114 B
1.3 Numpy.zip.zip	ZIP	50.78 KB
2. Numpy indexing and selection, Functions.mp4	MP4	93.62 MB
2. Numpy indexing and selection, Functions.vtt	VTT	17.39 KB
3. Some more Numpy Functions.mp4	MP4	61.94 MB
3. Some more Numpy Functions.vtt	VTT	12.83 KB
4. Linear algebra with NumPy.mp4	MP4	43.83 MB
4. Linear algebra with NumPy.vtt	VTT	9.49 KB
5. List vs NumPy Array.mp4	MP4	51.15 MB
5. List vs NumPy Array.vtt	VTT	12.21 KB
6. Views vs Copy - Numpy Array.mp4	MP4	34.75 MB
6. Views vs Copy - Numpy Array.vtt	VTT	8.08 KB
7. Insert, Append and Delete NumPy array.mp4	MP4	45.16 MB
7. Insert, Append and Delete NumPy array.vtt	VTT	10.68 KB
8. Split, Concatenate, Tile and Repeat array.mp4	MP4	59.86 MB
8. Split, Concatenate, Tile and Repeat array.vtt	VTT	12.78 KB
9. NumPy.html	HTML	136 B

7. Series Pandas

1. Series.html	HTML	380 B
10. inplace parameter, sort_values & sort_index.mp4	MP4	33.4 MB
10. inplace parameter, sort_values & sort_index.vtt	VTT	8.34 KB
10.1 sorting index.html	HTML	149 B
10.1 sorting.html	HTML	150 B
10.2 sorting index.html	HTML	149 B
10.2 sorting.html	HTML	150 B
11. inplace parameter, sort_values & sort_index.html	HTML	136 B
12. Apply Python built in function on Series.mp4	MP4	13.95 MB
12. Apply Python built in function on Series.vtt	VTT	3.12 KB
13. Extract Value from Series.mp4	MP4	25.76 MB
13. Extract Value from Series.vtt	VTT	7.1 KB
14. Extract Value from Series.html	HTML	136 B
15. .value_counts() Method.mp4	MP4	7.7 MB
15. .value_counts() Method.vtt	VTT	2.04 KB
15.1 Pandas value_count method.html	HTML	173 B
16. .apply() and .map() method.mp4	MP4	33.3 MB
16. .apply() and .map() method.vtt	VTT	9.17 KB
16.1 Pandas.Series.apply.html	HTML	144 B
16.1 Pandas.Series.map.html	HTML	160 B
16.2 Pandas.Series.apply.html	HTML	144 B
16.2 Pandas.Series.map.html	HTML	160 B
17. .apply() and .map() method.html	HTML	136 B
18. Series.html	HTML	136 B
2. Introduction to Series.mp4	MP4	51.47 MB
2. Introduction to Series.vtt	VTT	3.16 KB
3. Create Series from Python Object.mp4	MP4	47.72 MB
3. Create Series from Python Object.vtt	VTT	11.5 KB
3.1 Series constructor.html	HTML	138 B
4. Create Series from CSV file.mp4	MP4	48.2 MB
4. Create Series from CSV file.vtt	VTT	9.92 KB
4.1 Read CSV file.html	HTML	140 B
5. Create Series Object.html	HTML	136 B
6. Series attributes & methods.mp4	MP4	58.37 MB
6. Series attributes & methods.vtt	VTT	13.63 KB
7. Series attributes & methods.html	HTML	136 B
8. Label indexing.mp4	MP4	19.43 MB
8. Label indexing.vtt	VTT	4.92 KB
9. Label indexing.html	HTML	136 B

8. Data Frame Pandas

1. Introduction to Data Frame.mp4	MP4	73.01 MB
1. Introduction to Data Frame.vtt	VTT	5.01 KB
10. Filtering Data with .isin() method.mp4	MP4	37.2 MB
10. Filtering Data with .isin() method.vtt	VTT	5.79 KB
11. Filtering Data with .between() method.mp4	MP4	28.55 MB
11. Filtering Data with .between() method.vtt	VTT	4.14 KB
12. unique() & nunique() method.mp4	MP4	29.92 MB
12. unique() & nunique() method.vtt	VTT	5.19 KB
13. sorting values.mp4	MP4	84.74 MB
13. sorting values.vtt	VTT	10.24 KB
14. sort index and inplace parameter.mp4	MP4	37.7 MB
14. sort index and inplace parameter.vtt	VTT	5.6 KB
15. .loc() and .iloc() method.mp4	MP4	75.04 MB
15. .loc() and .iloc() method.vtt	VTT	15.09 KB
16. .ix() method.mp4	MP4	22.01 MB
16. .ix() method.vtt	VTT	4.57 KB
17. .astype() method - optimize memory requirement.mp4	MP4	49.88 MB
17. .astype() method - optimize memory requirement.vtt	VTT	8.63 KB
18. set_index() change index column.mp4	MP4	34.22 MB
18. set_index() change index column.vtt	VTT	4.8 KB
19. .apply() method on single column.mp4	MP4	34.76 MB
19. .apply() method on single column.vtt	VTT	6.15 KB
2. Create Data Frame - random data + from File.mp4	MP4	85.44 MB
2. Create Data Frame - random data + from File.vtt	VTT	11.96 KB
2.1 Read_CSV.pdf.pdf	PDF	107.31 KB
20. .apply() method on multiple column.mp4	MP4	55.58 MB
20. .apply() method on multiple column.vtt	VTT	8.84 KB
21. Fetch random sample.mp4	MP4	29.02 MB
21. Fetch random sample.vtt	VTT	4.91 KB
3. Data frame attributes and methods.mp4	MP4	83.4 MB
3. Data frame attributes and methods.vtt	VTT	13.37 KB
4. Adding new column.mp4	MP4	30.55 MB
4. Adding new column.vtt	VTT	4.12 KB
5. Select one or more than one column.mp4	MP4	44.87 MB
5. Select one or more than one column.vtt	VTT	7.74 KB
5.1 Select Column.pdf.pdf	PDF	85.25 KB
6. Broadcasting operation.mp4	MP4	28.46 MB
6. Broadcasting operation.vtt	VTT	4.29 KB
7. Drop missing row or column.mp4	MP4	35.95 MB
7. Drop missing row or column.vtt	VTT	8.92 KB
8. Filtering Data with one condition.mp4	MP4	68.55 MB
8. Filtering Data with one condition.vtt	VTT	11.31 KB
9. Filtering Data with multiple condition.mp4	MP4	38.81 MB
9. Filtering Data with multiple condition.vtt	VTT	6.92 KB
9.1 Truth Table for AND and OR operation.html	HTML	157 B

9. Pandas Exercise

1. Exercise Overview Google App store dataset.mp4	MP4	28.68 MB
1. Exercise Overview Google App store dataset.vtt	VTT	3.7 KB
1.1 Pandas Exercise.zip.zip	ZIP	309.55 KB
2. Pandas Exercise Solution - I.mp4	MP4	132.99 MB
2. Pandas Exercise Solution - I.vtt	VTT	16.75 KB
3. Pandas Exercise Solution - II.mp4	MP4	131.72 MB
3. Pandas Exercise Solution - II.vtt	VTT	15.51 KB

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Udemy - Complete Data Analysis Course with Pandas & NumPy : Python [Desire Course]

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