GetFreeCourses Co Udemy Python Bootcamp for Data Science 2021 Numpy Pandas Seaborn

GetFreeCourses Co Udemy Python Bootcamp for Data Science 2021 Numpy Pandas Seaborn

Name	GetFreeCourses.Co-Udemy-Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn	DOWNLOAD Copy Link
Total Size	2.1 GB
Total Files	200
Last Seen	2024-07-23 23:41
Hash	3258A9FA3C7354FF49D9961C6C3DAF2E667B27B6

/1. Introduction/
1. Course Introduction.mp4	14.6 MB
1. Course Introduction.srt	4.6 KB
2. How to Download Course Notebooks.mp4	39.9 MB
2. How to Download Course Notebooks.srt	6.4 KB
2.1 How to download course notebooks.pdf	143.5 KB
3. Overview of Course Curriculum.mp4	28.4 MB
3. Overview of Course Curriculum.srt	6.0 KB
/10. Module 10 Data Wrangling1 Hierarchical Indexing/
1. Hierarchical Indexing.mp4	32.7 MB
1. Hierarchical Indexing.srt	6.6 KB
2. Reordering and Sorting Index Levels.mp4	15.0 MB
2. Reordering and Sorting Index Levels.srt	3.1 KB
3. Summary Statistics by Level.mp4	18.1 MB
3. Summary Statistics by Level.srt	4.2 KB
4. Indexing with Columns in Dataframe.mp4	24.2 MB
4. Indexing with Columns in Dataframe.srt	5.1 KB
5. Short Quiz.html	0.2 KB
/11. Module 11 Data Wrangling2 Combining and Merging Datasets/
1. Merging Datasets on Keys (common columns).mp4	38.7 MB
1. Merging Datasets on Keys (common columns).srt	8.4 KB
2. Merging Datasets on Index.mp4	15.7 MB
2. Merging Datasets on Index.srt	3.1 KB
3. Concatenating Along an Axis.mp4	31.6 MB
3. Concatenating Along an Axis.srt	7.4 KB
4. Short Quiz.html	0.2 KB
/12. Module 12 Data Wrangling3 Reshaping and Pivoting/
1. Reshaping by Stacking and Unstacking.mp4	27.8 MB
1. Reshaping by Stacking and Unstacking.srt	5.7 KB
2. Reshaping by Melting (Wide to Long ).mp4	9.9 MB
2. Reshaping by Melting (Wide to Long ).srt	6.0 KB
3. Reshaping by Pivoting (Long to Wide).mp4	30.3 MB
3. Reshaping by Pivoting (Long to Wide).srt	6.6 KB
4. Short Quiz.html	0.2 KB
/13. Module 13 Data Visualization with Matplotlib and Seaborn/
1. Introducing Matplotlib Library.mp4	12.0 MB
1. Introducing Matplotlib Library.srt	3.2 KB
10. Bar Plots with Dataframes.mp4	21.6 MB
10. Bar Plots with Dataframes.srt	4.3 KB
11. Bar Plots with Seaborn.mp4	26.9 MB
11. Bar Plots with Seaborn.srt	5.7 KB
12. Histograms and Density Plots.mp4	29.1 MB
12. Histograms and Density Plots.srt	5.3 KB
13. Scatter Plots and Pair Plots.mp4	37.5 MB
13. Scatter Plots and Pair Plots.srt	5.6 KB
14. Factor Plots for Categorical Data.mp4	28.6 MB
14. Factor Plots for Categorical Data.srt	6.5 KB
15. Short Quiz.html	0.2 KB
2. Creating Figures and Subplots.mp4	32.7 MB
2. Creating Figures and Subplots.srt	6.9 KB
3. Changing Colors, Markers and Linestyle.mp4	23.0 MB
3. Changing Colors, Markers and Linestyle.srt	4.1 KB
4. Customizing Ticks and Labels.mp4	30.0 MB
4. Customizing Ticks and Labels.srt	5.0 KB
5. Adding Legends.mp4	25.8 MB
5. Adding Legends.srt	4.5 KB
6. Adding Texts and Arrows on a Plot.mp4	24.6 MB
6. Adding Texts and Arrows on a Plot.srt	5.1 KB
7. Adding Annotations and Drawings on a Plot.mp4	33.1 MB
7. Adding Annotations and Drawings on a Plot.srt	7.8 KB
8. Saving Plots to a File.mp4	19.0 MB
8. Saving Plots to a File.srt	4.0 KB
9. Line Plots with Dataframe.mp4	28.0 MB
9. Line Plots with Dataframe.srt	4.9 KB
/14. Module 14 Time Series/
1. Date and time Data types.mp4	21.2 MB
1. Date and time Data types.srt	4.6 KB
2. Converting Between String and Datetime.mp4	27.1 MB
2. Converting Between String and Datetime.srt	5.5 KB
3. Basics of Time Series.mp4	34.4 MB
3. Basics of Time Series.srt	7.6 KB
4. Generating Date Ranges.mp4	30.9 MB
4. Generating Date Ranges.srt	4.7 KB
5. Shifting Data Through Time (Lagging and Leading).mp4	34.8 MB
5. Shifting Data Through Time (Lagging and Leading).srt	6.8 KB
6. Handling Time Zone.mp4	35.1 MB
6. Handling Time Zone.srt	5.8 KB
7. Resampling and Frequency Conversion.mp4	24.2 MB
7. Resampling and Frequency Conversion.srt	5.6 KB
8. Rolling and Moving Windows.mp4	31.2 MB
8. Rolling and Moving Windows.srt	6.9 KB
9. Short Quiz.html	0.2 KB
/15. Module 15 Real World Data Analysis Example/
1. Housing Dataset Analysis -Part One.mp4	11.3 MB
1. Housing Dataset Analysis -Part One.srt	4.3 KB
2. Housing Dataset Analysis -Part Two.mp4	24.4 MB
2. Housing Dataset Analysis -Part Two.srt	4.3 KB
3. Housing Dataset Analysis -Part Three.mp4	31.2 MB
3. Housing Dataset Analysis -Part Three.srt	4.6 KB
4. Housing Dataset Analysis -Part Four.mp4	33.5 MB
4. Housing Dataset Analysis -Part Four.srt	6.4 KB
5. Housing Dataset Analysis -Part Five.mp4	41.9 MB
5. Housing Dataset Analysis -Part Five.srt	8.9 KB
/2. Module 2 Setting Python Environment/
1. Decide Which Python Environment to Use.mp4	12.6 MB
1. Decide Which Python Environment to Use.srt	4.3 KB
2. Local environment Installing Anaconda.mp4	11.0 MB
2. Local environment Installing Anaconda.srt	4.3 KB
3. Cloud Environment Google Colab Jupyter Notebooks.mp4	21.1 MB
3. Cloud Environment Google Colab Jupyter Notebooks.srt	5.4 KB
/3. Module 3 Working with Jupyter Notebooks/
1. Running Jupyter Notebook.mp4	30.2 MB
1. Running Jupyter Notebook.srt	6.0 KB
2. Tour In Basics of Jupyter Notebooks.mp4	28.2 MB
2. Tour In Basics of Jupyter Notebooks.srt	7.2 KB
3. Cell Types in Jupyter Notebook.mp4	15.8 MB
3. Cell Types in Jupyter Notebook.srt	4.2 KB
4. Getting Help in Jupyter Notebook.mp4	16.3 MB
4. Getting Help in Jupyter Notebook.srt	4.6 KB
5. Magic Commands.mp4	24.5 MB
5. Magic Commands.srt	4.3 KB
/4. Module 4 Data Structures And Sequences In Python/
1. Tuple.mp4	20.8 MB
1. Tuple.srt	5.1 KB
2. List.mp4	38.1 MB
2. List.srt	9.4 KB
3. Dictionary.mp4	15.5 MB
3. Dictionary.srt	3.4 KB
4. Set.mp4	4.7 MB
4. Set.srt	2.4 KB
5. Short Quiz.html	0.2 KB
GetFreeCourses.Co.url	0.1 KB
/5. Module 5 Functions in Python/
1. Creating and Calling Functions.mp4	24.9 MB
1. Creating and Calling Functions.srt	6.4 KB
2. Returning Multiple Values.mp4	9.8 MB
2. Returning Multiple Values.srt	2.3 KB
3. Lambda Functions.mp4	16.0 MB
3. Lambda Functions.srt	3.9 KB
4. Short Quiz.html	0.2 KB
/6. Module 6 NumPy Arrays/
1. What Is NumPy Arrays (Ndarrays).mp4	12.1 MB
1. What Is NumPy Arrays (Ndarrays).srt	2.9 KB
10. Mathematical and Statistical Methods.mp4	37.1 MB
10. Mathematical and Statistical Methods.srt	6.8 KB
11. Sorting Arrays.mp4	22.2 MB
11. Sorting Arrays.srt	3.6 KB
12. File Input and Output with Arrays.mp4	16.4 MB
12. File Input and Output with Arrays.srt	3.3 KB
13. Short Quiz.html	0.2 KB
2. Creating Ndarrays.mp4	32.7 MB
2. Creating Ndarrays.srt	7.6 KB
3. Data Types for Ndarrays.mp4	21.6 MB
3. Data Types for Ndarrays.srt	5.0 KB
4. Arithmetic with NumPy Arrays.mp4	13.5 MB
4. Arithmetic with NumPy Arrays.srt	3.2 KB
5. Indexing and Slicing-Part One.mp4	18.7 MB
5. Indexing and Slicing-Part One.srt	4.3 KB
6. Indexing and Slicing-Part two.mp4	20.8 MB
6. Indexing and Slicing-Part two.srt	4.8 KB
7. Boolean Indexing.mp4	29.5 MB
7. Boolean Indexing.srt	6.2 KB
8. Fancy Indexing.mp4	18.9 MB
8. Fancy Indexing.srt	4.4 KB
9. Transposing Arrays.mp4	9.4 MB
9. Transposing Arrays.srt	2.0 KB
/7. Module 7 Pandas Dataframe/
1. Series in Pandas.mp4	25.8 MB
1. Series in Pandas.srt	6.0 KB
10. Correlation and Covariance.mp4	19.7 MB
10. Correlation and Covariance.srt	4.2 KB
11. Short Quiz.html	0.2 KB
2. Dataframe in Pandas.mp4	35.6 MB
2. Dataframe in Pandas.srt	7.9 KB
3. Index Objects.mp4	19.7 MB
3. Index Objects.srt	4.1 KB
4. Reindexing in Series and DataFrames.mp4	14.1 MB
4. Reindexing in Series and DataFrames.srt	3.0 KB
5. Deleting Rows and Columns.mp4	5.7 MB
5. Deleting Rows and Columns.srt	3.3 KB
6. Indexing, Slicing and Filtering.mp4	26.6 MB
6. Indexing, Slicing and Filtering.srt	6.3 KB
7. Arithmetic with Dataframe.mp4	23.2 MB
7. Arithmetic with Dataframe.srt	5.1 KB
8. Sorting Series and Dataframe.mp4	21.3 MB
8. Sorting Series and Dataframe.srt	4.5 KB
9. Descriptive Statistics with Dataframe.mp4	21.3 MB
9. Descriptive Statistics with Dataframe.srt	4.8 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/8. Module 8 Data Loading, Storage with Pandas/
1. Reading Data in Text Format-Part1.mp4	23.4 MB
1. Reading Data in Text Format-Part1.srt	5.9 KB
2. Reading Data in Text Format-Part2.mp4	22.7 MB
2. Reading Data in Text Format-Part2.srt	4.4 KB
3. Writing Data in Text Format.mp4	22.9 MB
3. Writing Data in Text Format.srt	4.3 KB
4. Reading Microsoft Excel Files.mp4	12.8 MB
4. Reading Microsoft Excel Files.srt	2.5 KB
5. Short Quiz.html	0.2 KB
/9. Module 9 Data Cleaning and Preprocessing/
1. Handling Missing Data.mp4	13.9 MB
1. Handling Missing Data.srt	3.5 KB
10. String Object Methods.mp4	21.7 MB
10. String Object Methods.srt	5.0 KB
11. Short Quiz.html	0.2 KB
2. Filtering out Missing Data.mp4	21.3 MB
2. Filtering out Missing Data.srt	4.4 KB
3. Filling in Missing Data.mp4	22.3 MB
3. Filling in Missing Data.srt	4.6 KB
4. Removing Duplicate Entries.mp4	13.3 MB
4. Removing Duplicate Entries.srt	2.7 KB
5. Replacing Values.mp4	14.2 MB
5. Replacing Values.srt	3.6 KB
6. Renaming columns and Index Labels.mp4	11.7 MB
6. Renaming columns and Index Labels.srt	2.8 KB
7. Filtering Outliers.mp4	23.5 MB
7. Filtering Outliers.srt	5.0 KB
8. Shuffling and Random Sampling.mp4	21.9 MB
8. Shuffling and Random Sampling.srt	4.2 KB
9. Dummy Variables.mp4	16.5 MB
9. Dummy Variables.srt	4.0 KB
/
Download Paid Udemy Courses For Free.url	0.1 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
Total files 200