Download Python Bootcamp for Data Science Numpy Pandas & Seaborn Torrent

Torrent Contents Size: 1.95 GB

Python Bootcamp for Data Science Numpy Pandas & Seaborn

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1. Introduction

1. Course Introduction.mp4	MP4	13.9 MB
1. Course Introduction.srt	SRT	4.51 KB
2. How to Download Course Notebooks.mp4	MP4	38.09 MB
2. How to Download Course Notebooks.srt	SRT	6.23 KB
2.1 How to download course notebooks.pdf	PDF	140.17 KB
3. Overview of Course Curriculum.mp4	MP4	27.1 MB
3. Overview of Course Curriculum.srt	SRT	5.9 KB

10. Module 10 Data Wrangling1 Hierarchical Indexing

1. Hierarchical Indexing.mp4	MP4	31.22 MB
1. Hierarchical Indexing.srt	SRT	6.48 KB
2. Reordering and Sorting Index Levels.mp4	MP4	14.28 MB
2. Reordering and Sorting Index Levels.srt	SRT	3.01 KB
3. Summary Statistics by Level.mp4	MP4	17.25 MB
3. Summary Statistics by Level.srt	SRT	4.13 KB
4. Indexing with Columns in Dataframe.mp4	MP4	23.09 MB
4. Indexing with Columns in Dataframe.srt	SRT	4.99 KB
5. Short Quiz.html	HTML	213 B

11. Module 11 Data Wrangling2 Combining and Merging Datasets

1. Merging Datasets on Keys (common columns).mp4	MP4	36.89 MB
1. Merging Datasets on Keys (common columns).srt	SRT	8.23 KB
2. Merging Datasets on Index.mp4	MP4	15.02 MB
2. Merging Datasets on Index.srt	SRT	3.07 KB
3. Concatenating Along an Axis.mp4	MP4	30.11 MB
3. Concatenating Along an Axis.srt	SRT	7.21 KB
4. Short Quiz.html	HTML	213 B

12. Module 12 Data Wrangling3 Reshaping and Pivoting

1. Reshaping by Stacking and Unstacking.mp4	MP4	26.47 MB
1. Reshaping by Stacking and Unstacking.srt	SRT	5.55 KB
2. Reshaping by Melting (Wide to Long ).mp4	MP4	9.47 MB
2. Reshaping by Melting (Wide to Long ).srt	SRT	5.87 KB
3. Reshaping by Pivoting (Long to Wide).mp4	MP4	28.92 MB
3. Reshaping by Pivoting (Long to Wide).srt	SRT	6.4 KB
4. Short Quiz.html	HTML	213 B

13. Module 13 Data Visualization with Matplotlib and Seaborn

1. Introducing Matplotlib Library.mp4	MP4	11.48 MB
1. Introducing Matplotlib Library.srt	SRT	3.17 KB
10. Bar Plots with Dataframes.mp4	MP4	20.59 MB
10. Bar Plots with Dataframes.srt	SRT	4.22 KB
11. Bar Plots with Seaborn.mp4	MP4	25.69 MB
11. Bar Plots with Seaborn.srt	SRT	5.6 KB
12. Histograms and Density Plots.mp4	MP4	27.78 MB
12. Histograms and Density Plots.srt	SRT	5.15 KB
13. Scatter Plots and Pair Plots.mp4	MP4	35.78 MB
13. Scatter Plots and Pair Plots.srt	SRT	5.45 KB
14. Factor Plots for Categorical Data.mp4	MP4	27.32 MB
14. Factor Plots for Categorical Data.srt	SRT	6.37 KB
15. Short Quiz.html	HTML	213 B
2. Creating Figures and Subplots.mp4	MP4	31.23 MB
2. Creating Figures and Subplots.srt	SRT	6.7 KB
3. Changing Colors, Markers and Linestyle.mp4	MP4	21.94 MB
3. Changing Colors, Markers and Linestyle.srt	SRT	4.01 KB
4. Customizing Ticks and Labels.mp4	MP4	28.59 MB
4. Customizing Ticks and Labels.srt	SRT	4.88 KB
5. Adding Legends.mp4	MP4	24.61 MB
5. Adding Legends.srt	SRT	4.41 KB
6. Adding Texts and Arrows on a Plot.mp4	MP4	23.44 MB
6. Adding Texts and Arrows on a Plot.srt	SRT	4.94 KB
7. Adding Annotations and Drawings on a Plot.mp4	MP4	31.52 MB
7. Adding Annotations and Drawings on a Plot.srt	SRT	7.6 KB
8. Saving Plots to a File.mp4	MP4	18.15 MB
8. Saving Plots to a File.srt	SRT	3.88 KB
9. Line Plots with Dataframe.mp4	MP4	26.72 MB
9. Line Plots with Dataframe.srt	SRT	4.82 KB

14. Module 14 Time Series

1. Date and time Data types.mp4	MP4	20.25 MB
1. Date and time Data types.srt	SRT	4.48 KB
2. Converting Between String and Datetime.mp4	MP4	25.86 MB
2. Converting Between String and Datetime.srt	SRT	5.33 KB
3. Basics of Time Series.mp4	MP4	32.79 MB
3. Basics of Time Series.srt	SRT	7.37 KB
4. Generating Date Ranges.mp4	MP4	29.46 MB
4. Generating Date Ranges.srt	SRT	4.6 KB
5. Shifting Data Through Time (Lagging and Leading).mp4	MP4	33.18 MB
5. Shifting Data Through Time (Lagging and Leading).srt	SRT	6.61 KB
6. Handling Time Zone.mp4	MP4	33.46 MB
6. Handling Time Zone.srt	SRT	5.67 KB
7. Resampling and Frequency Conversion.mp4	MP4	23.09 MB
7. Resampling and Frequency Conversion.srt	SRT	5.51 KB
8. Rolling and Moving Windows.mp4	MP4	29.77 MB
8. Rolling and Moving Windows.srt	SRT	6.72 KB
9. Short Quiz.html	HTML	213 B

15. Module 15 Real World Data Analysis Example

1. Housing Dataset Analysis -Part One.mp4	MP4	10.77 MB
1. Housing Dataset Analysis -Part One.srt	SRT	4.21 KB
2. Housing Dataset Analysis -Part Two.mp4	MP4	23.29 MB
2. Housing Dataset Analysis -Part Two.srt	SRT	4.21 KB
3. Housing Dataset Analysis -Part Three.mp4	MP4	29.73 MB
3. Housing Dataset Analysis -Part Three.srt	SRT	4.51 KB
4. Housing Dataset Analysis -Part Four.mp4	MP4	31.95 MB
4. Housing Dataset Analysis -Part Four.srt	SRT	6.23 KB
5. Housing Dataset Analysis -Part Five.mp4	MP4	39.98 MB
5. Housing Dataset Analysis -Part Five.srt	SRT	8.69 KB

2. Module 2 Setting Python Environment

1. Decide Which Python Environment to Use.mp4	MP4	11.98 MB
1. Decide Which Python Environment to Use.srt	SRT	4.21 KB
2. Local environment Installing Anaconda.mp4	MP4	10.44 MB
2. Local environment Installing Anaconda.srt	SRT	4.21 KB
3. Cloud Environment Google Colab Jupyter Notebooks.mp4	MP4	20.16 MB
3. Cloud Environment Google Colab Jupyter Notebooks.srt	SRT	5.27 KB

3. Module 3 Working with Jupyter Notebooks

1. Running Jupyter Notebook.mp4	MP4	28.76 MB
1. Running Jupyter Notebook.srt	SRT	5.91 KB
2. Tour In Basics of Jupyter Notebooks.mp4	MP4	26.87 MB
2. Tour In Basics of Jupyter Notebooks.srt	SRT	6.99 KB
3. Cell Types in Jupyter Notebook.mp4	MP4	15.07 MB
3. Cell Types in Jupyter Notebook.srt	SRT	4.09 KB
4. Getting Help in Jupyter Notebook.mp4	MP4	15.56 MB
4. Getting Help in Jupyter Notebook.srt	SRT	4.5 KB
5. Magic Commands.mp4	MP4	23.38 MB
5. Magic Commands.srt	SRT	4.21 KB

4. Module 4 Data Structures And Sequences In Python

1. Tuple.mp4	MP4	19.83 MB
1. Tuple.srt	SRT	5.01 KB
2. List.mp4	MP4	36.37 MB
2. List.srt	SRT	9.16 KB
3. Dictionary.mp4	MP4	14.79 MB
3. Dictionary.srt	SRT	3.29 KB
4. Set.mp4	MP4	4.45 MB
4. Set.srt	SRT	2.3 KB
5. Short Quiz.html	HTML	213 B
GetFreeCourses.Co.url	URL	116 B

5. Module 5 Functions in Python

1. Creating and Calling Functions.mp4	MP4	23.74 MB
1. Creating and Calling Functions.srt	SRT	6.2 KB
2. Returning Multiple Values.mp4	MP4	9.37 MB
2. Returning Multiple Values.srt	SRT	2.29 KB
3. Lambda Functions.mp4	MP4	15.28 MB
3. Lambda Functions.srt	SRT	3.81 KB
4. Short Quiz.html	HTML	213 B

6. Module 6 NumPy Arrays

1. What Is NumPy Arrays (Ndarrays).mp4	MP4	11.54 MB
1. What Is NumPy Arrays (Ndarrays).srt	SRT	2.86 KB
10. Mathematical and Statistical Methods.mp4	MP4	35.39 MB
10. Mathematical and Statistical Methods.srt	SRT	6.61 KB
11. Sorting Arrays.mp4	MP4	21.21 MB
11. Sorting Arrays.srt	SRT	3.53 KB
12. File Input and Output with Arrays.mp4	MP4	15.64 MB
12. File Input and Output with Arrays.srt	SRT	3.21 KB
13. Short Quiz.html	HTML	213 B
2. Creating Ndarrays.mp4	MP4	31.22 MB
2. Creating Ndarrays.srt	SRT	7.4 KB
3. Data Types for Ndarrays.mp4	MP4	20.62 MB
3. Data Types for Ndarrays.srt	SRT	4.91 KB
4. Arithmetic with NumPy Arrays.mp4	MP4	12.88 MB
4. Arithmetic with NumPy Arrays.srt	SRT	3.1 KB
5. Indexing and Slicing-Part One.mp4	MP4	17.84 MB
5. Indexing and Slicing-Part One.srt	SRT	4.19 KB
6. Indexing and Slicing-Part two.mp4	MP4	19.82 MB
6. Indexing and Slicing-Part two.srt	SRT	4.7 KB
7. Boolean Indexing.mp4	MP4	28.16 MB
7. Boolean Indexing.srt	SRT	6.1 KB
8. Fancy Indexing.mp4	MP4	17.99 MB
8. Fancy Indexing.srt	SRT	4.3 KB
9. Transposing Arrays.mp4	MP4	8.93 MB
9. Transposing Arrays.srt	SRT	1.98 KB

7. Module 7 Pandas Dataframe

1. Series in Pandas.mp4	MP4	24.61 MB
1. Series in Pandas.srt	SRT	5.87 KB
10. Correlation and Covariance.mp4	MP4	18.75 MB
10. Correlation and Covariance.srt	SRT	4.1 KB
11. Short Quiz.html	HTML	213 B
2. Dataframe in Pandas.mp4	MP4	33.96 MB
2. Dataframe in Pandas.srt	SRT	7.73 KB
3. Index Objects.mp4	MP4	18.78 MB
3. Index Objects.srt	SRT	3.96 KB
4. Reindexing in Series and DataFrames.mp4	MP4	13.4 MB
4. Reindexing in Series and DataFrames.srt	SRT	2.96 KB
5. Deleting Rows and Columns.mp4	MP4	5.4 MB
5. Deleting Rows and Columns.srt	SRT	3.25 KB
6. Indexing, Slicing and Filtering.mp4	MP4	25.33 MB
6. Indexing, Slicing and Filtering.srt	SRT	6.14 KB
7. Arithmetic with Dataframe.mp4	MP4	22.14 MB
7. Arithmetic with Dataframe.srt	SRT	5.01 KB
8. Sorting Series and Dataframe.mp4	MP4	20.27 MB
8. Sorting Series and Dataframe.srt	SRT	4.35 KB
9. Descriptive Statistics with Dataframe.mp4	MP4	20.32 MB
9. Descriptive Statistics with Dataframe.srt	SRT	4.68 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

8. Module 8 Data Loading, Storage with Pandas

1. Reading Data in Text Format-Part1.mp4	MP4	22.34 MB
1. Reading Data in Text Format-Part1.srt	SRT	5.77 KB
2. Reading Data in Text Format-Part2.mp4	MP4	21.65 MB
2. Reading Data in Text Format-Part2.srt	SRT	4.32 KB
3. Writing Data in Text Format.mp4	MP4	21.88 MB
3. Writing Data in Text Format.srt	SRT	4.23 KB
4. Reading Microsoft Excel Files.mp4	MP4	12.18 MB
4. Reading Microsoft Excel Files.srt	SRT	2.41 KB
5. Short Quiz.html	HTML	213 B

9. Module 9 Data Cleaning and Preprocessing

1. Handling Missing Data.mp4	MP4	13.21 MB
1. Handling Missing Data.srt	SRT	3.41 KB
10. String Object Methods.mp4	MP4	20.68 MB
10. String Object Methods.srt	SRT	4.84 KB
11. Short Quiz.html	HTML	213 B
2. Filtering out Missing Data.mp4	MP4	20.28 MB
2. Filtering out Missing Data.srt	SRT	4.32 KB
3. Filling in Missing Data.mp4	MP4	21.28 MB
3. Filling in Missing Data.srt	SRT	4.5 KB
4. Removing Duplicate Entries.mp4	MP4	12.67 MB
4. Removing Duplicate Entries.srt	SRT	2.66 KB
5. Replacing Values.mp4	MP4	13.52 MB
5. Replacing Values.srt	SRT	3.53 KB
6. Renaming columns and Index Labels.mp4	MP4	11.19 MB
6. Renaming columns and Index Labels.srt	SRT	2.75 KB
7. Filtering Outliers.mp4	MP4	22.44 MB
7. Filtering Outliers.srt	SRT	4.86 KB
8. Shuffling and Random Sampling.mp4	MP4	20.9 MB
8. Shuffling and Random Sampling.srt	SRT	4.11 KB
9. Dummy Variables.mp4	MP4	15.74 MB
9. Dummy Variables.srt	SRT	3.92 KB

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Python Bootcamp for Data Science Numpy Pandas & Seaborn

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