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[FreeCourseSite.com] Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn
Size 1.95 GB
Files 198
Info Hash: 4C4429E4A87F7172DB630A3AA7820E03CD1CD8F3
Indexed 2021-12-31 18:47:37
Updated 2021-12-31 18:47:37
📂 File List (198)
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0. Websites you may like/[CourseClub.ME].url
122 B
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0. Websites you may like/[FCS Forum].url
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0. Websites you may like/[FreeCourseSite.com].url
127 B
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0. Websites you may like/[GigaCourse.Com].url
49 B
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1. Introduction/1. Course Introduction.mp4
13.9 MB
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1. Introduction/1. Course Introduction.srt
4.51 KB
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1. Introduction/2. How to Download Course Notebooks.mp4
38.09 MB
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1. Introduction/2. How to Download Course Notebooks.srt
6.23 KB
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1. Introduction/2.1 How to download course notebooks.pdf
140.17 KB
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1. Introduction/3. Overview of Course Curriculum.mp4
27.1 MB
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1. Introduction/3. Overview of Course Curriculum.srt
5.9 KB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.mp4
31.22 MB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.srt
6.48 KB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/2. Reordering and Sorting Index Levels.mp4
14.28 MB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/2. Reordering and Sorting Index Levels.srt
3.01 KB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/3. Summary Statistics by Level.mp4
17.25 MB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/3. Summary Statistics by Level.srt
4.13 KB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/4. Indexing with Columns in Dataframe.mp4
23.09 MB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/4. Indexing with Columns in Dataframe.srt
4.99 KB
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10. Module 10 Data Wrangling1 Hierarchical Indexing/5. Short Quiz.html
213 B
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11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).mp4
36.89 MB
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11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).srt
8.23 KB
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11. Module 11 Data Wrangling2 Combining and Merging Datasets/2. Merging Datasets on Index.mp4
15.02 MB
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11. Module 11 Data Wrangling2 Combining and Merging Datasets/2. Merging Datasets on Index.srt
3.07 KB
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11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.mp4
30.11 MB
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11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.srt
7.21 KB
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11. Module 11 Data Wrangling2 Combining and Merging Datasets/4. Short Quiz.html
213 B
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12. Module 12 Data Wrangling3 Reshaping and Pivoting/1. Reshaping by Stacking and Unstacking.mp4
26.47 MB
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12. Module 12 Data Wrangling3 Reshaping and Pivoting/1. Reshaping by Stacking and Unstacking.srt
5.55 KB
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12. Module 12 Data Wrangling3 Reshaping and Pivoting/2. Reshaping by Melting (Wide to Long ).mp4
9.47 MB
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12. Module 12 Data Wrangling3 Reshaping and Pivoting/2. Reshaping by Melting (Wide to Long ).srt
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12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).mp4
28.92 MB
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12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).srt
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12. Module 12 Data Wrangling3 Reshaping and Pivoting/4. Short Quiz.html
213 B
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13. Module 13 Data Visualization with Matplotlib and Seaborn/1. Introducing Matplotlib Library.mp4
11.48 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/1. Introducing Matplotlib Library.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/10. Bar Plots with Dataframes.mp4
20.59 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/10. Bar Plots with Dataframes.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/11. Bar Plots with Seaborn.mp4
25.69 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/11. Bar Plots with Seaborn.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/12. Histograms and Density Plots.mp4
27.78 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/12. Histograms and Density Plots.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.mp4
35.78 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/14. Factor Plots for Categorical Data.mp4
27.32 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/14. Factor Plots for Categorical Data.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/15. Short Quiz.html
213 B
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13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.mp4
31.23 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/3. Changing Colors, Markers and Linestyle.mp4
21.94 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/3. Changing Colors, Markers and Linestyle.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/4. Customizing Ticks and Labels.mp4
28.59 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/4. Customizing Ticks and Labels.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/5. Adding Legends.mp4
24.61 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/5. Adding Legends.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/6. Adding Texts and Arrows on a Plot.mp4
23.44 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/6. Adding Texts and Arrows on a Plot.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.mp4
31.52 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.srt
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13. Module 13 Data Visualization with Matplotlib and Seaborn/8. Saving Plots to a File.mp4
18.15 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/8. Saving Plots to a File.srt
3.88 KB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/9. Line Plots with Dataframe.mp4
26.72 MB
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13. Module 13 Data Visualization with Matplotlib and Seaborn/9. Line Plots with Dataframe.srt
4.82 KB
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14. Module 14 Time Series/1. Date and time Data types.mp4
20.25 MB
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14. Module 14 Time Series/1. Date and time Data types.srt
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14. Module 14 Time Series/2. Converting Between String and Datetime.mp4
25.86 MB
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14. Module 14 Time Series/2. Converting Between String and Datetime.srt
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14. Module 14 Time Series/3. Basics of Time Series.mp4
32.79 MB
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14. Module 14 Time Series/3. Basics of Time Series.srt
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14. Module 14 Time Series/4. Generating Date Ranges.mp4
29.46 MB
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14. Module 14 Time Series/4. Generating Date Ranges.srt
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14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).mp4
33.18 MB
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14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).srt
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14. Module 14 Time Series/6. Handling Time Zone.mp4
33.46 MB
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14. Module 14 Time Series/6. Handling Time Zone.srt
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14. Module 14 Time Series/7. Resampling and Frequency Conversion.mp4
23.09 MB
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14. Module 14 Time Series/7. Resampling and Frequency Conversion.srt
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14. Module 14 Time Series/8. Rolling and Moving Windows.mp4
29.77 MB
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14. Module 14 Time Series/8. Rolling and Moving Windows.srt
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14. Module 14 Time Series/9. Short Quiz.html
213 B
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15. Module 15 Real World Data Analysis Example/1. Housing Dataset Analysis -Part One.mp4
10.77 MB
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15. Module 15 Real World Data Analysis Example/1. Housing Dataset Analysis -Part One.srt
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15. Module 15 Real World Data Analysis Example/2. Housing Dataset Analysis -Part Two.mp4
23.29 MB
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15. Module 15 Real World Data Analysis Example/2. Housing Dataset Analysis -Part Two.srt
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15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.mp4
29.73 MB
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15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.srt
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15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.mp4
31.95 MB
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15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.srt
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15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.mp4
39.98 MB
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15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.srt
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2. Module 2 Setting Python Environment/1. Decide Which Python Environment to Use.mp4
11.98 MB
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2. Module 2 Setting Python Environment/1. Decide Which Python Environment to Use.srt
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2. Module 2 Setting Python Environment/2. Local environment Installing Anaconda.mp4
10.44 MB
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2. Module 2 Setting Python Environment/2. Local environment Installing Anaconda.srt
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2. Module 2 Setting Python Environment/3. Cloud Environment Google Colab Jupyter Notebooks.mp4
20.16 MB
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2. Module 2 Setting Python Environment/3. Cloud Environment Google Colab Jupyter Notebooks.srt
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3. Module 3 Working with Jupyter Notebooks/1. Running Jupyter Notebook.mp4
28.76 MB
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3. Module 3 Working with Jupyter Notebooks/1. Running Jupyter Notebook.srt
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3. Module 3 Working with Jupyter Notebooks/2. Tour In Basics of Jupyter Notebooks.mp4
26.87 MB
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3. Module 3 Working with Jupyter Notebooks/2. Tour In Basics of Jupyter Notebooks.srt
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3. Module 3 Working with Jupyter Notebooks/3. Cell Types in Jupyter Notebook.mp4
15.07 MB
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3. Module 3 Working with Jupyter Notebooks/3. Cell Types in Jupyter Notebook.srt
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3. Module 3 Working with Jupyter Notebooks/4. Getting Help in Jupyter Notebook.mp4
15.56 MB
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3. Module 3 Working with Jupyter Notebooks/4. Getting Help in Jupyter Notebook.srt
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3. Module 3 Working with Jupyter Notebooks/5. Magic Commands.mp4
23.38 MB
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3. Module 3 Working with Jupyter Notebooks/5. Magic Commands.srt
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4. Module 4 Data Structures And Sequences In Python/1. Tuple.mp4
19.83 MB
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4. Module 4 Data Structures And Sequences In Python/1. Tuple.srt
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4. Module 4 Data Structures And Sequences In Python/2. List.mp4
36.37 MB
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4. Module 4 Data Structures And Sequences In Python/2. List.srt
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4. Module 4 Data Structures And Sequences In Python/3. Dictionary.mp4
14.79 MB
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4. Module 4 Data Structures And Sequences In Python/3. Dictionary.srt
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4. Module 4 Data Structures And Sequences In Python/4. Set.mp4
4.45 MB
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4. Module 4 Data Structures And Sequences In Python/4. Set.srt
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4. Module 4 Data Structures And Sequences In Python/5. Short Quiz.html
213 B
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5. Module 5 Functions in Python/1. Creating and Calling Functions.mp4
23.74 MB
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5. Module 5 Functions in Python/1. Creating and Calling Functions.srt
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5. Module 5 Functions in Python/2. Returning Multiple Values.mp4
9.37 MB
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5. Module 5 Functions in Python/2. Returning Multiple Values.srt
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5. Module 5 Functions in Python/3. Lambda Functions.mp4
15.28 MB
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5. Module 5 Functions in Python/3. Lambda Functions.srt
3.81 KB
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5. Module 5 Functions in Python/4. Short Quiz.html
213 B
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6. Module 6 NumPy Arrays/1. What Is NumPy Arrays (Ndarrays).mp4
11.54 MB
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6. Module 6 NumPy Arrays/1. What Is NumPy Arrays (Ndarrays).srt
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6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.mp4
35.39 MB
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6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.srt
6.61 KB
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6. Module 6 NumPy Arrays/11. Sorting Arrays.mp4
21.21 MB
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6. Module 6 NumPy Arrays/11. Sorting Arrays.srt
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6. Module 6 NumPy Arrays/12. File Input and Output with Arrays.mp4
15.64 MB
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6. Module 6 NumPy Arrays/12. File Input and Output with Arrays.srt
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6. Module 6 NumPy Arrays/13. Short Quiz.html
213 B
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6. Module 6 NumPy Arrays/2. Creating Ndarrays.mp4
31.22 MB
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6. Module 6 NumPy Arrays/2. Creating Ndarrays.srt
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6. Module 6 NumPy Arrays/3. Data Types for Ndarrays.mp4
20.62 MB
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6. Module 6 NumPy Arrays/3. Data Types for Ndarrays.srt
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6. Module 6 NumPy Arrays/4. Arithmetic with NumPy Arrays.mp4
12.88 MB
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6. Module 6 NumPy Arrays/4. Arithmetic with NumPy Arrays.srt
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6. Module 6 NumPy Arrays/5. Indexing and Slicing-Part One.mp4
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6. Module 6 NumPy Arrays/5. Indexing and Slicing-Part One.srt
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6. Module 6 NumPy Arrays/6. Indexing and Slicing-Part two.mp4
19.82 MB
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6. Module 6 NumPy Arrays/6. Indexing and Slicing-Part two.srt
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6. Module 6 NumPy Arrays/7. Boolean Indexing.mp4
28.16 MB
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6. Module 6 NumPy Arrays/7. Boolean Indexing.srt
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6. Module 6 NumPy Arrays/8. Fancy Indexing.mp4
17.99 MB
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6. Module 6 NumPy Arrays/8. Fancy Indexing.srt
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6. Module 6 NumPy Arrays/9. Transposing Arrays.mp4
8.93 MB
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6. Module 6 NumPy Arrays/9. Transposing Arrays.srt
1.98 KB
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7. Module 7 Pandas Dataframe/1. Series in Pandas.mp4
24.61 MB
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7. Module 7 Pandas Dataframe/1. Series in Pandas.srt
5.87 KB
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7. Module 7 Pandas Dataframe/10. Correlation and Covariance.mp4
18.75 MB
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7. Module 7 Pandas Dataframe/10. Correlation and Covariance.srt
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7. Module 7 Pandas Dataframe/11. Short Quiz.html
213 B
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7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.mp4
33.96 MB
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7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.srt
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7. Module 7 Pandas Dataframe/3. Index Objects.mp4
18.78 MB
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7. Module 7 Pandas Dataframe/3. Index Objects.srt
3.96 KB
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7. Module 7 Pandas Dataframe/4. Reindexing in Series and DataFrames.mp4
13.4 MB
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7. Module 7 Pandas Dataframe/4. Reindexing in Series and DataFrames.srt
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7. Module 7 Pandas Dataframe/5. Deleting Rows and Columns.mp4
5.4 MB
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7. Module 7 Pandas Dataframe/5. Deleting Rows and Columns.srt
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7. Module 7 Pandas Dataframe/6. Indexing, Slicing and Filtering.mp4
25.33 MB
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7. Module 7 Pandas Dataframe/6. Indexing, Slicing and Filtering.srt
6.14 KB
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7. Module 7 Pandas Dataframe/7. Arithmetic with Dataframe.mp4
22.14 MB
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7. Module 7 Pandas Dataframe/7. Arithmetic with Dataframe.srt
5.01 KB
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7. Module 7 Pandas Dataframe/8. Sorting Series and Dataframe.mp4
20.27 MB
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7. Module 7 Pandas Dataframe/8. Sorting Series and Dataframe.srt
4.35 KB
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7. Module 7 Pandas Dataframe/9. Descriptive Statistics with Dataframe.mp4
20.32 MB
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7. Module 7 Pandas Dataframe/9. Descriptive Statistics with Dataframe.srt
4.68 KB
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8. Module 8 Data Loading, Storage with Pandas/1. Reading Data in Text Format-Part1.mp4
22.34 MB
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8. Module 8 Data Loading, Storage with Pandas/1. Reading Data in Text Format-Part1.srt
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8. Module 8 Data Loading, Storage with Pandas/2. Reading Data in Text Format-Part2.mp4
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8. Module 8 Data Loading, Storage with Pandas/2. Reading Data in Text Format-Part2.srt
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8. Module 8 Data Loading, Storage with Pandas/3. Writing Data in Text Format.mp4
21.88 MB
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8. Module 8 Data Loading, Storage with Pandas/3. Writing Data in Text Format.srt
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8. Module 8 Data Loading, Storage with Pandas/4. Reading Microsoft Excel Files.mp4
12.18 MB
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8. Module 8 Data Loading, Storage with Pandas/4. Reading Microsoft Excel Files.srt
2.41 KB
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8. Module 8 Data Loading, Storage with Pandas/5. Short Quiz.html
213 B
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9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.mp4
13.21 MB
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9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.srt
3.41 KB
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9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.mp4
20.68 MB
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9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.srt
4.84 KB
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9. Module 9 Data Cleaning and Preprocessing/11. Short Quiz.html
213 B
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9. Module 9 Data Cleaning and Preprocessing/2. Filtering out Missing Data.mp4
20.28 MB
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9. Module 9 Data Cleaning and Preprocessing/2. Filtering out Missing Data.srt
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9. Module 9 Data Cleaning and Preprocessing/3. Filling in Missing Data.mp4
21.28 MB
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9. Module 9 Data Cleaning and Preprocessing/3. Filling in Missing Data.srt
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9. Module 9 Data Cleaning and Preprocessing/4. Removing Duplicate Entries.mp4
12.67 MB
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9. Module 9 Data Cleaning and Preprocessing/4. Removing Duplicate Entries.srt
2.66 KB
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9. Module 9 Data Cleaning and Preprocessing/5. Replacing Values.mp4
13.52 MB
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9. Module 9 Data Cleaning and Preprocessing/5. Replacing Values.srt
3.53 KB
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9. Module 9 Data Cleaning and Preprocessing/6. Renaming columns and Index Labels.mp4
11.19 MB
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9. Module 9 Data Cleaning and Preprocessing/6. Renaming columns and Index Labels.srt
2.75 KB
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9. Module 9 Data Cleaning and Preprocessing/7. Filtering Outliers.mp4
22.44 MB
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9. Module 9 Data Cleaning and Preprocessing/7. Filtering Outliers.srt
4.86 KB
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9. Module 9 Data Cleaning and Preprocessing/8. Shuffling and Random Sampling.mp4
20.9 MB
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9. Module 9 Data Cleaning and Preprocessing/8. Shuffling and Random Sampling.srt
4.11 KB
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9. Module 9 Data Cleaning and Preprocessing/9. Dummy Variables.mp4
15.74 MB
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9. Module 9 Data Cleaning and Preprocessing/9. Dummy Variables.srt
3.92 KB
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