Python Bootcamp for Data Science 2021 Numpy Pandas Seaborn | B34650AD4D11A1700D5F3D8B3A002B32BE9AA382

Python Bootcamp for Data Science 2021 Numpy Pandas Seaborn

Name	Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn	DOWNLOAD Copy Link
Total Size	2.1 GB
Total Files	286
Last Seen	2025-02-20 01:47
Hash	B34650AD4D11A1700D5F3D8B3A002B32BE9AA382

/.../15. Module 15 Real World Data Analysis Example/
5. Housing Dataset Analysis -Part Five.mp4	41.9 MB
5. Housing Dataset Analysis -Part Five.srt	8.9 KB
4. Housing Dataset Analysis -Part Four.srt	6.4 KB
3. Housing Dataset Analysis -Part Three.srt	4.6 KB
1. Housing Dataset Analysis -Part One.srt	4.3 KB
2. Housing Dataset Analysis -Part Two.srt	4.3 KB
4. Housing Dataset Analysis -Part Four.mp4	33.5 MB
3. Housing Dataset Analysis -Part Three.mp4	31.2 MB
2. Housing Dataset Analysis -Part Two.mp4	24.4 MB
1. Housing Dataset Analysis -Part One.mp4	11.3 MB
/
TutsNode.com.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
/.../4. Module 4 Data Structures And Sequences In Python/
2. List.srt	9.4 KB
5. Short Quiz.html	0.2 KB
4. Set.srt	2.4 KB
1. Tuple.srt	5.1 KB
3. Dictionary.srt	3.4 KB
2. List.mp4	38.1 MB
1. Tuple.mp4	20.8 MB
3. Dictionary.mp4	15.5 MB
4. Set.mp4	4.7 MB
/.pad/
0	0.2 KB
1	0.1 KB
2	489.6 KB
3	136.8 KB
4	231.1 KB
5	115.7 KB
6	43.1 KB
7	42.1 KB
8	340.8 KB
9	221.3 KB
10	53.8 KB
11	501.1 KB
12	286.9 KB
13	291.0 KB
14	291.0 KB
15	413.3 KB
16	240.5 KB
17	284.4 KB
18	38.5 KB
19	85.1 KB
20	249.1 KB
21	430.9 KB
22	355.7 KB
23	226.8 KB
24	187.0 KB
25	422.9 KB
26	134.3 KB
27	293.7 KB
28	27.3 KB
29	148.3 KB
30	330.1 KB
31	177.0 KB
32	406.8 KB
33	409.1 KB
34	269.1 KB
35	57.8 KB
36	129.5 KB
37	222.6 KB
38	425.6 KB
39	430.1 KB
40	61.3 KB
41	168.9 KB
42	380.0 KB
43	65.4 KB
44	126.9 KB
45	367.6 KB
46	233.4 KB
47	308.4 KB
48	106.9 KB
49	333.4 KB
50	400.0 KB
51	425.4 KB
52	187.7 KB
53	233.7 KB
54	243.4 KB
55	265.9 KB
56	361.2 KB
57	175.0 KB
58	186.9 KB
59	226.9 KB
60	266.5 KB
61	368.0 KB
62	11.3 KB
63	172.8 KB
64	258.0 KB
65	272.7 KB
66	373.0 KB
67	464.4 KB
68	234.7 KB
69	449.8 KB
70	506.7 KB
71	215.4 KB
72	233.9 KB
73	101.9 KB
74	505.9 KB
75	102.7 KB
76	301.1 KB
77	128.2 KB
78	345.0 KB
79	338.2 KB
80	17.5 KB
81	481.6 KB
82	23.4 KB
83	323.2 KB
84	244.8 KB
85	58.3 KB
86	28.5 KB
87	133.8 KB
88	70.4 KB
89	100.5 KB
/1. Introduction/
2. How to Download Course Notebooks.mp4	39.9 MB
2.1 How to download course notebooks.pdf	143.5 KB
2. How to Download Course Notebooks.srt	6.4 KB
3. Overview of Course Curriculum.srt	6.0 KB
1. Course Introduction.srt	4.6 KB
3. Overview of Course Curriculum.mp4	28.4 MB
1. Course Introduction.mp4	14.6 MB
/.../11. Module 11 Data Wrangling2 Combining and Merging Datasets/
1. Merging Datasets on Keys (common columns).srt	8.4 KB
3. Concatenating Along an Axis.srt	7.4 KB
1. Merging Datasets on Keys (common columns).mp4	38.7 MB
2. Merging Datasets on Index.srt	3.1 KB
4. Short Quiz.html	0.2 KB
3. Concatenating Along an Axis.mp4	31.6 MB
2. Merging Datasets on Index.mp4	15.7 MB
/.../7. Module 7 Pandas Dataframe/
2. Dataframe in Pandas.srt	7.9 KB
6. Indexing, Slicing and Filtering.srt	6.3 KB
1. Series in Pandas.srt	6.0 KB
7. Arithmetic with Dataframe.srt	5.1 KB
9. Descriptive Statistics with Dataframe.srt	4.8 KB
8. Sorting Series and Dataframe.srt	4.5 KB
4. Reindexing in Series and DataFrames.srt	3.0 KB
10. Correlation and Covariance.srt	4.2 KB
3. Index Objects.srt	4.1 KB
11. Short Quiz.html	0.2 KB
5. Deleting Rows and Columns.srt	3.3 KB
2. Dataframe in Pandas.mp4	35.6 MB
6. Indexing, Slicing and Filtering.mp4	26.6 MB
1. Series in Pandas.mp4	25.8 MB
7. Arithmetic with Dataframe.mp4	23.2 MB
9. Descriptive Statistics with Dataframe.mp4	21.3 MB
8. Sorting Series and Dataframe.mp4	21.3 MB
3. Index Objects.mp4	19.7 MB
10. Correlation and Covariance.mp4	19.7 MB
4. Reindexing in Series and DataFrames.mp4	14.1 MB
5. Deleting Rows and Columns.mp4	5.7 MB
/.../13. Module 13 Data Visualization with Matplotlib and Seaborn/
7. Adding Annotations and Drawings on a Plot.srt	7.8 KB
2. Creating Figures and Subplots.srt	6.9 KB
14. Factor Plots for Categorical Data.srt	6.5 KB
11. Bar Plots with Seaborn.srt	5.7 KB
13. Scatter Plots and Pair Plots.srt	5.6 KB
12. Histograms and Density Plots.srt	5.3 KB
6. Adding Texts and Arrows on a Plot.srt	5.1 KB
4. Customizing Ticks and Labels.srt	5.0 KB
9. Line Plots with Dataframe.srt	4.9 KB
5. Adding Legends.srt	4.5 KB
10. Bar Plots with Dataframes.srt	4.3 KB
3. Changing Colors, Markers and Linestyle.srt	4.1 KB
8. Saving Plots to a File.srt	4.0 KB
1. Introducing Matplotlib Library.srt	3.2 KB
15. Short Quiz.html	0.2 KB
13. Scatter Plots and Pair Plots.mp4	37.5 MB
7. Adding Annotations and Drawings on a Plot.mp4	33.1 MB
2. Creating Figures and Subplots.mp4	32.7 MB
4. Customizing Ticks and Labels.mp4	30.0 MB
12. Histograms and Density Plots.mp4	29.1 MB
14. Factor Plots for Categorical Data.mp4	28.6 MB
9. Line Plots with Dataframe.mp4	28.0 MB
11. Bar Plots with Seaborn.mp4	26.9 MB
5. Adding Legends.mp4	25.8 MB
6. Adding Texts and Arrows on a Plot.mp4	24.6 MB
3. Changing Colors, Markers and Linestyle.mp4	23.0 MB
10. Bar Plots with Dataframes.mp4	21.6 MB
8. Saving Plots to a File.mp4	19.0 MB
1. Introducing Matplotlib Library.mp4	12.0 MB
/.../6. Module 6 NumPy Arrays/
2. Creating Ndarrays.srt	7.6 KB
10. Mathematical and Statistical Methods.srt	6.8 KB
7. Boolean Indexing.srt	6.2 KB
1. What Is NumPy Arrays (Ndarrays).srt	2.9 KB
3. Data Types for Ndarrays.srt	5.0 KB
6. Indexing and Slicing-Part two.srt	4.8 KB
9. Transposing Arrays.srt	2.0 KB
13. Short Quiz.html	0.2 KB
8. Fancy Indexing.srt	4.4 KB
5. Indexing and Slicing-Part One.srt	4.3 KB
11. Sorting Arrays.srt	3.6 KB
12. File Input and Output with Arrays.srt	3.3 KB
4. Arithmetic with NumPy Arrays.srt	3.2 KB
10. Mathematical and Statistical Methods.mp4	37.1 MB
2. Creating Ndarrays.mp4	32.7 MB
7. Boolean Indexing.mp4	29.5 MB
11. Sorting Arrays.mp4	22.2 MB
3. Data Types for Ndarrays.mp4	21.6 MB
6. Indexing and Slicing-Part two.mp4	20.8 MB
8. Fancy Indexing.mp4	18.9 MB
5. Indexing and Slicing-Part One.mp4	18.7 MB
12. File Input and Output with Arrays.mp4	16.4 MB
4. Arithmetic with NumPy Arrays.mp4	13.5 MB
1. What Is NumPy Arrays (Ndarrays).mp4	12.1 MB
9. Transposing Arrays.mp4	9.4 MB
/.../14. Module 14 Time Series/
3. Basics of Time Series.srt	7.6 KB
8. Rolling and Moving Windows.srt	6.9 KB
5. Shifting Data Through Time (Lagging and Leading).srt	6.8 KB
6. Handling Time Zone.srt	5.8 KB
7. Resampling and Frequency Conversion.srt	5.6 KB
2. Converting Between String and Datetime.srt	5.5 KB
4. Generating Date Ranges.srt	4.7 KB
1. Date and time Data types.srt	4.6 KB
9. Short Quiz.html	0.2 KB
6. Handling Time Zone.mp4	35.1 MB
5. Shifting Data Through Time (Lagging and Leading).mp4	34.8 MB
3. Basics of Time Series.mp4	34.4 MB
8. Rolling and Moving Windows.mp4	31.2 MB
4. Generating Date Ranges.mp4	30.9 MB
2. Converting Between String and Datetime.mp4	27.1 MB
7. Resampling and Frequency Conversion.mp4	24.2 MB
1. Date and time Data types.mp4	21.2 MB
/.../3. Module 3 Working with Jupyter Notebooks/
2. Tour In Basics of Jupyter Notebooks.srt	7.2 KB
1. Running Jupyter Notebook.srt	6.0 KB
4. Getting Help in Jupyter Notebook.srt	4.6 KB
5. Magic Commands.srt	4.3 KB
3. Cell Types in Jupyter Notebook.srt	4.2 KB
1. Running Jupyter Notebook.mp4	30.2 MB
2. Tour In Basics of Jupyter Notebooks.mp4	28.2 MB
5. Magic Commands.mp4	24.5 MB
4. Getting Help in Jupyter Notebook.mp4	16.3 MB
3. Cell Types in Jupyter Notebook.mp4	15.8 MB
/.../10. Module 10 Data Wrangling1 Hierarchical Indexing/
1. Hierarchical Indexing.srt	6.6 KB
4. Indexing with Columns in Dataframe.srt	5.1 KB
3. Summary Statistics by Level.srt	4.2 KB
2. Reordering and Sorting Index Levels.srt	3.1 KB
5. Short Quiz.html	0.2 KB
1. Hierarchical Indexing.mp4	32.7 MB
4. Indexing with Columns in Dataframe.mp4	24.2 MB
3. Summary Statistics by Level.mp4	18.1 MB
2. Reordering and Sorting Index Levels.mp4	15.0 MB
/.../12. Module 12 Data Wrangling3 Reshaping and Pivoting/
3. Reshaping by Pivoting (Long to Wide).srt	6.6 KB
2. Reshaping by Melting (Wide to Long ).srt	6.0 KB
1. Reshaping by Stacking and Unstacking.srt	5.7 KB
4. Short Quiz.html	0.2 KB
3. Reshaping by Pivoting (Long to Wide).mp4	30.3 MB
1. Reshaping by Stacking and Unstacking.mp4	27.8 MB
2. Reshaping by Melting (Wide to Long ).mp4	9.9 MB
/.../5. Module 5 Functions in Python/
1. Creating and Calling Functions.srt	6.4 KB
2. Returning Multiple Values.srt	2.3 KB
4. Short Quiz.html	0.2 KB
3. Lambda Functions.srt	3.9 KB
1. Creating and Calling Functions.mp4	24.9 MB
3. Lambda Functions.mp4	16.0 MB
2. Returning Multiple Values.mp4	9.8 MB
/.../8. Module 8 Data Loading, Storage with Pandas/
1. Reading Data in Text Format-Part1.srt	5.9 KB
2. Reading Data in Text Format-Part2.srt	4.4 KB
3. Writing Data in Text Format.srt	4.3 KB
5. Short Quiz.html	0.2 KB
4. Reading Microsoft Excel Files.srt	2.5 KB
1. Reading Data in Text Format-Part1.mp4	23.4 MB
3. Writing Data in Text Format.mp4	22.9 MB
2. Reading Data in Text Format-Part2.mp4	22.7 MB
4. Reading Microsoft Excel Files.mp4	12.8 MB
/.../2. Module 2 Setting Python Environment/
3. Cloud Environment Google Colab Jupyter Notebooks.srt	5.4 KB
1. Decide Which Python Environment to Use.srt	4.3 KB
2. Local environment Installing Anaconda.srt	4.3 KB
3. Cloud Environment Google Colab Jupyter Notebooks.mp4	21.1 MB
1. Decide Which Python Environment to Use.mp4	12.6 MB
2. Local environment Installing Anaconda.mp4	11.0 MB
/.../9. Module 9 Data Cleaning and Preprocessing/
7. Filtering Outliers.srt	5.0 KB
10. String Object Methods.srt	5.0 KB
3. Filling in Missing Data.srt	4.6 KB
2. Filtering out Missing Data.srt	4.4 KB
8. Shuffling and Random Sampling.srt	4.2 KB
9. Dummy Variables.srt	4.0 KB
5. Replacing Values.srt	3.6 KB
11. Short Quiz.html	0.2 KB
1. Handling Missing Data.srt	3.5 KB
4. Removing Duplicate Entries.srt	2.7 KB
6. Renaming columns and Index Labels.srt	2.8 KB
7. Filtering Outliers.mp4	23.5 MB
3. Filling in Missing Data.mp4	22.3 MB
8. Shuffling and Random Sampling.mp4	21.9 MB
10. String Object Methods.mp4	21.7 MB
2. Filtering out Missing Data.mp4	21.3 MB
9. Dummy Variables.mp4	16.5 MB
5. Replacing Values.mp4	14.2 MB
1. Handling Missing Data.mp4	13.9 MB
4. Removing Duplicate Entries.mp4	13.3 MB
6. Renaming columns and Index Labels.mp4	11.7 MB
Total files 286