DevCourseWeb com Python for Data Science and Machine Learning Essential Training Part

DevCourseWeb com Python for Data Science and Machine Learning Essential Training Part

Name	[ DevCourseWeb.com ] Python for Data Science and Machine Learning Essential Training Part 1	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.1 GB
Total Files	100
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Hash	DFA567D871F56BEC4FCB5921C33507AA24E14C27

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Data science life hacks.mp4	2.6 MB
01 - Data science life hacks.srt	1.3 KB
02 - What you should know.mp4	1.3 MB
02 - What you should know.srt	1.7 KB
03 - How to use Codespaces with this course.mp4	7.7 MB
03 - How to use Codespaces with this course.srt	4.2 KB
/.../02 - 1. Introduction to the Data Professions/
01 - Introduction to the data professions.mp4	22.9 MB
01 - Introduction to the data professions.srt	24.0 KB
02 - Data science careers Identifying where and how you'll thrive.mp4	15.4 MB
02 - Data science careers Identifying where and how you'll thrive.srt	7.5 KB
03 - Why to use Python for analytics.mp4	10.7 MB
03 - Why to use Python for analytics.srt	10.0 KB
04 - High-level course road map.mp4	2.7 MB
04 - High-level course road map.srt	2.8 KB
/.../03 - 2. Data Preparation Basics/
01 - Intro to data preparation.mp4	5.5 MB
01 - Intro to data preparation.srt	5.2 KB
02 - Numpy and pandas basics.mp4	7.1 MB
02 - Numpy and pandas basics.srt	6.1 KB
03 - Filtering and selecting.mp4	36.6 MB
03 - Filtering and selecting.srt	17.9 KB
04 - Treating missing values.mp4	39.4 MB
04 - Treating missing values.srt	23.1 KB
05 - Removing duplicates.mp4	18.5 MB
05 - Removing duplicates.srt	9.3 KB
06 - Concatenating and transforming.mp4	29.2 MB
06 - Concatenating and transforming.srt	15.8 KB
07 - Grouping and aggregation.mp4	13.7 MB
07 - Grouping and aggregation.srt	8.5 KB
/.../04 - 3. Data Visualization 101/
01 - Importance of visualization in data science.mp4	5.3 MB
01 - Importance of visualization in data science.srt	6.3 KB
02 - The three types of data visualization.mp4	15.1 MB
02 - The three types of data visualization.srt	15.6 KB
03 - Selecting optimal data graphics.mp4	17.2 MB
03 - Selecting optimal data graphics.srt	12.0 KB
04 - Communicating with color and context.mp4	12.4 MB
04 - Communicating with color and context.srt	11.7 KB
/.../05 - 4. Practical Data Visualization/
01 - Introduction to the matplotlib and Seaborn libraries.mp4	40.6 MB
01 - Introduction to the matplotlib and Seaborn libraries.srt	21.8 KB
02 - Creating standard data graphics.mp4	22.3 MB
02 - Creating standard data graphics.srt	13.8 KB
03 - Defining elements of a plot.mp4	26.3 MB
03 - Defining elements of a plot.srt	16.1 KB
04 - Plot formatting.mp4	34.9 MB
04 - Plot formatting.srt	17.9 KB
05 - Creating labels and annotations.mp4	43.7 MB
05 - Creating labels and annotations.srt	24.3 KB
06 - Visualizing time series.mp4	19.0 MB
06 - Visualizing time series.srt	11.4 KB
07 - Creating statistical data graphics in Seaborn.mp4	33.3 MB
07 - Creating statistical data graphics in Seaborn.srt	17.7 KB
/.../06 - 5. Exploratory Data Analysis/
01 - Simple arithmetic.mp4	17.5 MB
01 - Simple arithmetic.srt	11.8 KB
02 - Generating summary statistics.mp4	21.1 MB
02 - Generating summary statistics.srt	14.4 KB
03 - Summarizing categorical data.mp4	22.4 MB
03 - Summarizing categorical data.srt	14.8 KB
04 - Pearson correlation analysis.mp4	37.2 MB
04 - Pearson correlation analysis.srt	23.6 KB
05 - Spearman rank correlation and Chi-square.mp4	33.2 MB
05 - Spearman rank correlation and Chi-square.srt	19.2 KB
06 - Extreme value analysis for outliers.mp4	30.2 MB
06 - Extreme value analysis for outliers.srt	19.5 KB
07 - Multivariate analysis for outliers.mp4	17.8 MB
07 - Multivariate analysis for outliers.srt	10.7 KB
/.../07 - 6. Getting Started with Machine Learning/
01 - Cleaning and treating categorical variables.mp4	26.5 MB
01 - Cleaning and treating categorical variables.srt	14.7 KB
02 - Transforming data set distributions.mp4	15.1 MB
02 - Transforming data set distributions.srt	9.9 KB
03 - Applied machine learning Starter problem.mp4	18.8 MB
03 - Applied machine learning Starter problem.srt	12.1 KB
/.../08 - 7. Data Sourcing via Web Scraping/
01 - Introduction of web scraping.mp4	3.9 MB
01 - Introduction of web scraping.srt	4.1 KB
02 - Python requests for automating data collection.mp4	19.8 MB
02 - Python requests for automating data collection.srt	13.0 KB
03 - BeautifulSoup object.mp4	48.9 MB
03 - BeautifulSoup object.srt	25.9 KB
04 - NavigableString objects.mp4	30.6 MB
04 - NavigableString objects.srt	14.3 KB
05 - Data parsing.mp4	39.8 MB
05 - Data parsing.srt	17.9 KB
06 - Web scraping in practice.mp4	37.9 MB
06 - Web scraping in practice.srt	18.5 KB
07 - Asynchronous scraping.mp4	49.0 MB
07 - Asynchronous scraping.srt	25.8 KB
/.../09 - 8. Collaborative Analytics with Streamlit/
01 - Introduction to Streamlit.mp4	7.4 MB
01 - Introduction to Streamlit.srt	8.6 KB
02 - Environment setup.mp4	6.2 MB
02 - Environment setup.srt	4.2 KB
03 - Create basic charts.mp4	22.0 MB
03 - Create basic charts.srt	10.7 KB
04 - Line charts in Streamlit.mp4	19.2 MB
04 - Line charts in Streamlit.srt	10.0 KB
05 - Bar charts and pie charts in Streamlit.mp4	24.4 MB
05 - Bar charts and pie charts in Streamlit.srt	12.9 KB
06 - Create statistical charts.mp4	21.2 MB
06 - Create statistical charts.srt	9.0 KB
/10 - Conclusion/
01 - Next steps.mp4	1.8 MB
01 - Next steps.srt	2.0 KB
~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 100