| Udemy - Bite-Sized Data Science with Python Introduction/01 Welcome, information about this course/001 Introduction.mp4 |
4.8 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/02 Setting up Python and Libraries/001 File and command to install all necessary libraries at once, with pip.html |
1 KB |
| Udemy - Bite-Sized Data Science with Python Introduction/02 Setting up Python and Libraries/001 If you already have Python installed.mp4 |
27.5 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/02 Setting up Python and Libraries/002 Links to help you install pip.html |
2 KB |
| Udemy - Bite-Sized Data Science with Python Introduction/02 Setting up Python and Libraries/002 The libraries, explained.mp4 |
21 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/02 Setting up Python and Libraries/003 If you want to install Python and the libraries at once.mp4 |
10.8 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/03 Our data set the Parkinsons Telemedicine Dataset/001 Downloading the data.mp4 |
30.7 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/03 Our data set the Parkinsons Telemedicine Dataset/002 A quick explanation of the dataset.mp4 |
20.4 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/04 Starting our analysis/001 Starting a new iPython Notebook.mp4 |
25 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/04 Starting our analysis/002 Loading the data into our iPython Notebook.mp4 |
19.7 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/05 Manipulating data with pandas, the data analysis library/001 Coding Exercise summary statistics.html |
2 KB |
| Udemy - Bite-Sized Data Science with Python Introduction/05 Manipulating data with pandas, the data analysis library/001 DataFrames are data tables.mp4 |
18.8 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/05 Manipulating data with pandas, the data analysis library/002 Series are single rows or columns of data.mp4 |
32.7 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/05 Manipulating data with pandas, the data analysis library/003 Slicing DataFrames to get the data we need.mp4 |
23.3 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/05 Manipulating data with pandas, the data analysis library/004 Keeping track of the variable names we need.mp4 |
18.3 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/06 Visualizing the data to understand it better before modeling/001 Coding exercise a single correlation.html |
2 KB |
| Udemy - Bite-Sized Data Science with Python Introduction/06 Visualizing the data to understand it better before modeling/001 Looking at the datas distributions with box plots and histograms.mp4 |
18.9 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/06 Visualizing the data to understand it better before modeling/002 Seeing multicolinearity with a scatter plot matrix.mp4 |
27.7 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/07 Transforming the data to prepare it for modeling/001 Coding exercise practicing apply.html |
2 KB |
| Udemy - Bite-Sized Data Science with Python Introduction/07 Transforming the data to prepare it for modeling/001 Taking care of multicolinearity.mp4 |
19 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/07 Transforming the data to prepare it for modeling/002 Log transforming data to take care of skewed distributions.mp4 |
61 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/08 Modeling the data/001 Applying a multiple regression to answer the ultimate question.mp4 |
35.5 MB |
| Udemy - Bite-Sized Data Science with Python Introduction/09 Conclusion/001 Download the data and iPython notebook that was used throughout this lecture.html |
1 KB |
| Udemy - Bite-Sized Data Science with Python Introduction/09 Conclusion/001 Thank you.mp4 |
3.2 MB |
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