Download Introduction to Data Science (2023) Torrent

Torrent Contents Size: 435.5 MB

Introduction to Data Science (2023)

▼ show more 79 files

01 - Beginning your data science exploration.mp4	MP4	1.6 MB
01 - Beginning your data science exploration.srt	SRT	1.6 KB
01 - Comparing Python and R.mp4	MP4	3.9 MB
01 - Comparing Python and R.srt	SRT	3.7 KB
01 - Defining exploratory data analysis.mp4	MP4	1.5 MB
01 - Defining exploratory data analysis.srt	SRT	1.5 KB
01 - Defining inference.mp4	MP4	1.5 MB
01 - Defining inference.srt	SRT	1.3 KB
01 - Defining prediction for data science.mp4	MP4	3.4 MB
01 - Defining prediction for data science.srt	SRT	3.2 KB
01 - Defining tabular data.mp4	MP4	5.1 MB
01 - Defining tabular data.srt	SRT	4.1 KB
01 - Demystifying data science.mp4	MP4	6.6 MB
01 - Demystifying data science.srt	SRT	6.6 KB
01 - Demystifying data visualization.mp4	MP4	2.1 MB
01 - Demystifying data visualization.srt	SRT	1.7 KB
01 - Explaining data cleaning.mp4	MP4	2.2 MB
01 - Explaining data cleaning.srt	SRT	2.4 KB
01 - Next steps.mp4	MP4	2.4 MB
01 - Next steps.srt	SRT	2 KB
01 - Reducing bias with probability sampling.mp4	MP4	7.3 MB
01 - Reducing bias with probability sampling.srt	SRT	6.4 KB
02 - Designing a hypothesis test.mp4	MP4	9.6 MB
02 - Designing a hypothesis test.srt	SRT	9.1 KB
02 - Navigating classification.mp4	MP4	4.4 MB
02 - Navigating classification.srt	SRT	3.9 KB
02 - Questions to guide data cleaning.mp4	MP4	8.4 MB
02 - Questions to guide data cleaning.srt	SRT	6.2 KB
02 - Reading tabular data.mp4	MP4	12.3 MB
02 - Reading tabular data.srt	SRT	9.4 KB
02 - Recognizing statistical data types.mp4	MP4	4.9 MB
02 - Recognizing statistical data types.srt	SRT	5.7 KB
02 - Setting up your Jupyter environment.mp4	MP4	6.8 MB
02 - Setting up your Jupyter environment.srt	SRT	5.9 KB
02 - The value of data science.mp4	MP4	3.3 MB
02 - The value of data science.srt	SRT	3.1 KB
02 - Using non-probability sampling.mp4	MP4	5.6 MB
02 - Using non-probability sampling.srt	SRT	4.5 KB
02 - Visualizing your qualitative data.mp4	MP4	9.2 MB
02 - Visualizing your qualitative data.srt	SRT	7.1 KB
03 - Creating a permutation.mp4	MP4	8.2 MB
03 - Creating a permutation.srt	SRT	7.4 KB
03 - Defining the data science life cycle.mp4	MP4	2.1 MB
03 - Defining the data science life cycle.srt	SRT	1.6 KB
03 - Distinguishing properties of data.mp4	MP4	11.3 MB
03 - Distinguishing properties of data.srt	SRT	8.5 KB
03 - Interpreting tabular data.mp4	MP4	5 MB
03 - Interpreting tabular data.srt	SRT	3.1 KB
03 - Recognizing the k-NN algorithm.mp4	MP4	6.2 MB
03 - Recognizing the k-NN algorithm.srt	SRT	6.2 KB
03 - Visualizing your quantitative data.mp4	MP4	14 MB
03 - Visualizing your quantitative data.srt	SRT	10.2 KB
03_02.ipynb	IPYNB	716.8 B
04 - Conducting a permutation test.mp4	MP4	13.2 MB
04 - Conducting a permutation test.srt	SRT	11.5 KB
04 - Gathering insights.mp4	MP4	11.8 MB
04 - Gathering insights.srt	SRT	8.5 KB
04 - Implementing k-Nearest Neighbors.mp4	MP4	15.9 MB
04 - Implementing k-Nearest Neighbors.srt	SRT	11.8 KB
04_01.ipynb	IPYNB	5.5 KB
04_02.ipynb	IPYNB	19.4 KB
04_03.ipynb	IPYNB	35.9 KB
04_04.ipynb	IPYNB	14.8 KB
04_05.ipynb	IPYNB	42 KB
05 - Answering specific questions.mp4	MP4	5.1 MB
05 - Answering specific questions.srt	SRT	3.8 KB
05 - Bootstrapping a confidence interval.mp4	MP4	18.7 MB
05 - Bootstrapping a confidence interval.srt	SRT	13.7 KB
05 - Navigating regression.mp4	MP4	5.7 MB
05 - Navigating regression.srt	SRT	5.3 KB
05_03.ipynb	IPYNB	14.6 KB
06 - Checking assumptions of regression.mp4	MP4	3.5 MB
06 - Checking assumptions of regression.srt	SRT	4.2 KB
06_02.ipynb	IPYNB	17.6 KB
07 - Implementing linear regression.mp4	MP4	12.9 MB
07 - Implementing linear regression.srt	SRT	9.7 KB
07_02.ipynb	IPYNB	2.5 KB
07_03.ipynb	IPYNB	174.4 KB
08_02.ipynb	IPYNB	26.6 KB
08_03.ipynb	IPYNB	10.8 KB
08_04.ipynb	IPYNB	8.5 KB
08_05.ipynb	IPYNB	29.4 KB
09_04.ipynb	IPYNB	149.3 KB
09_07.ipynb	IPYNB	410.8 KB
Airbnb_NYC_2019.csv	CSV	6.8 MB
Bonus Resources.txt	TXT	409.6 B
Get Bonus Downloads Here.url	URL	204.8 B
Resources.pdf	PDF	68.8 KB
avocado_info.csv	CSV	10.9 KB
ckd.csv	CSV	17.6 KB
marketing_sales_data.csv	CSV	26 KB
netflix_data.csv	CSV	1.7 MB
state_baby_names.csv	CSV	147.5 MB
us_baby_names.csv	CSV	42.3 MB

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Introduction to Data Science (2023)

Torrent Contents Size: 435.5 MB

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