DevCourseWeb com Introduction to Data Science 2023 | 5A82D2A64BCBF89967002D787A67A09F4EAA1DA7

DevCourseWeb com Introduction to Data Science 2023

Name	[ DevCourseWeb.com ] Introduction to Data Science (2023)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	456.7 MB
Total Files	94
Last Seen	2025-07-23 00:04
Hash	5A82D2A64BCBF89967002D787A67A09F4EAA1DA7

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Beginning your data science exploration.mp4	1.6 MB
01 - Beginning your data science exploration.srt	1.7 KB
/.../02 - 1. Defining Data Science/
01 - Demystifying data science.mp4	6.9 MB
01 - Demystifying data science.srt	6.7 KB
02 - The value of data science.mp4	3.5 MB
02 - The value of data science.srt	3.2 KB
03 - Defining the data science life cycle.mp4	2.2 MB
03 - Defining the data science life cycle.srt	1.7 KB
/.../03 - 2. Starting with Data Design/
01 - Reducing bias with probability sampling.mp4	7.7 MB
01 - Reducing bias with probability sampling.srt	6.6 KB
02 - Using non-probability sampling.mp4	5.8 MB
02 - Using non-probability sampling.srt	4.6 KB
/.../04 - 3. Utilizing Computational Tools/
01 - Comparing Python and R.mp4	4.1 MB
01 - Comparing Python and R.srt	3.8 KB
02 - Setting up your Jupyter environment.mp4	7.2 MB
02 - Setting up your Jupyter environment.srt	6.0 KB
/.../05 - 4. Structuring Your Tabular Data/
01 - Defining tabular data.mp4	5.3 MB
01 - Defining tabular data.srt	4.2 KB
02 - Reading tabular data.mp4	12.9 MB
02 - Reading tabular data.srt	9.6 KB
03 - Interpreting tabular data.mp4	5.2 MB
03 - Interpreting tabular data.srt	3.2 KB
04 - Gathering insights.mp4	12.3 MB
04 - Gathering insights.srt	8.7 KB
05 - Answering specific questions.mp4	5.3 MB
05 - Answering specific questions.srt	3.9 KB
/.../06 - 5. Using Exploratory Data Analysis/
01 - Defining exploratory data analysis.mp4	1.5 MB
01 - Defining exploratory data analysis.srt	1.6 KB
02 - Recognizing statistical data types.mp4	5.2 MB
02 - Recognizing statistical data types.srt	5.9 KB
03 - Distinguishing properties of data.mp4	11.9 MB
03 - Distinguishing properties of data.srt	8.7 KB
/.../07 - 6. Cleaning Your Data/
01 - Explaining data cleaning.mp4	2.3 MB
01 - Explaining data cleaning.srt	2.4 KB
02 - Questions to guide data cleaning.mp4	8.8 MB
02 - Questions to guide data cleaning.srt	6.3 KB
/.../08 - 7. Using Data Visualization/
01 - Demystifying data visualization.mp4	2.2 MB
01 - Demystifying data visualization.srt	1.8 KB
02 - Visualizing your qualitative data.mp4	9.7 MB
02 - Visualizing your qualitative data.srt	7.2 KB
03 - Visualizing your quantitative data.mp4	14.7 MB
03 - Visualizing your quantitative data.srt	10.5 KB
/.../09 - 8. Using Inference and Statistical Analysis/
01 - Defining inference.mp4	1.6 MB
01 - Defining inference.srt	1.3 KB
02 - Designing a hypothesis test.mp4	10.1 MB
02 - Designing a hypothesis test.srt	9.3 KB
03 - Creating a permutation.mp4	8.6 MB
03 - Creating a permutation.srt	7.6 KB
04 - Conducting a permutation test.mp4	13.8 MB
04 - Conducting a permutation test.srt	11.8 KB
05 - Bootstrapping a confidence interval.mp4	19.7 MB
05 - Bootstrapping a confidence interval.srt	14.0 KB
/.../10 - 9. Using Prediction in Data Science/
01 - Defining prediction for data science.mp4	3.6 MB
01 - Defining prediction for data science.srt	3.2 KB
02 - Navigating classification.mp4	4.7 MB
02 - Navigating classification.srt	4.0 KB
03 - Recognizing the k-NN algorithm.mp4	6.5 MB
03 - Recognizing the k-NN algorithm.srt	6.3 KB
04 - Implementing k-Nearest Neighbors.mp4	16.7 MB
04 - Implementing k-Nearest Neighbors.srt	12.0 KB
05 - Navigating regression.mp4	6.0 MB
05 - Navigating regression.srt	5.4 KB
06 - Checking assumptions of regression.mp4	3.7 MB
06 - Checking assumptions of regression.srt	4.3 KB
07 - Implementing linear regression.mp4	13.5 MB
07 - Implementing linear regression.srt	9.9 KB
/11 - Conclusion/
01 - Next steps.mp4	2.5 MB
01 - Next steps.srt	2.1 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
/.../Ex_Files_Intro_to_Data_Science/Exercise Files/
03_02.ipynb	0.7 KB
04_01.ipynb	5.7 KB
04_02.ipynb	19.9 KB
04_03.ipynb	36.8 KB
04_04.ipynb	15.1 KB
04_05.ipynb	43.0 KB
05_03.ipynb	15.0 KB
06_02.ipynb	18.0 KB
07_02.ipynb	2.6 KB
07_03.ipynb	178.6 KB
08_02.ipynb	27.2 KB
08_03.ipynb	11.1 KB
08_04.ipynb	8.7 KB
08_05.ipynb	30.1 KB
09_04.ipynb	152.8 KB
09_07.ipynb	420.6 KB
Airbnb_NYC_2019.csv	7.1 MB
Resources.pdf	70.5 KB
avocado_info.csv	11.2 KB
ckd.csv	18.0 KB
marketing_sales_data.csv	26.7 KB
netflix_data.csv	1.8 MB
state_baby_names.csv	154.7 MB
us_baby_names.csv	44.4 MB
Total files 94