Don't like banners? Log in and we will make sure you see no banners. For free.
Python for Data Science and Machine Learning Essential Training Part 1

Python for Data Science and Machine Learning Essential Training Part 1

Other
Size
1007 MB
Seeders
1
Leechers
0
Files
98
Category
Other
Added
at 5:51pm GMT+1
Infohash
dfa567d871f56bec4fcb5921c33507aa24e14c27
Direct linkTorrent fileDownload now
Don't like banners? Log in and we will make sure you see no banners. For free.

Description
[ DevCourseWeb.com ] Python for Data Science and Machine Learning Essential Training Part 1



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 7h 44m | 1006 MB

Instructor: Lillian Pierson, P.E.



Python for Data Science and Machine Learning Essential Training is one of the most popular data science courses at LinkedIn Learning. It has now been updated and expanded to two parts-giving you even more hands-on, real-world Python experience.



In part one, instructor Lillian Pierson takes you step by step through a data science and machine learning project: a web scraper that downloads and analyzes data from the web. Along the way, she introduces techniques to clean, reformat, transform, and describe raw data; generate visualizations; remove outliers; perform simple data analysis; and generate web-based graphs using Streamlit. By the end of this course, you'll have acquired basic coding experience that you can take to your organization and quickly apply to your own custom data science and machine learning projects.



This course is integrated with GitHub Codespaces, an instant cloud developer environment that offers all the functionality of your favorite IDE without the need for any local machine setup. With GitHub Codespaces, you can get hands-on practice from any machine, at any time-all while using a tool that you'll likely encounter in the workplace. Check out the "Using GitHub Codespaces with this course" video to learn how to get started.



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



Image error



Image error

File list
  • Python for Data Science and Machine Learning Essential Training Part 1
  • ~Get Your Files Here !/01 - Introduction/01 - Data science life hacks.mp4 2.4 MB
  • ~Get Your Files Here !/01 - Introduction/01 - Data science life hacks.srt 1.3 KB
  • ~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 1.3 MB
  • ~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 1.7 KB
  • ~Get Your Files Here !/01 - Introduction/03 - How to use Codespaces with this course.mp4 7.3 MB
  • ~Get Your Files Here !/01 - Introduction/03 - How to use Codespaces with this course.srt 4.1 KB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/01 - Introduction to the data professions.mp4 21.8 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/01 - Introduction to the data professions.srt 23.5 KB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/02 - Data science careers Identifying where and how you'll thrive.mp4 14.7 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/02 - Data science careers Identifying where and how you'll thrive.srt 7.3 KB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/03 - Why to use Python for analytics.mp4 10.2 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/03 - Why to use Python for analytics.srt 9.7 KB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/04 - High-level course road map.mp4 2.6 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/04 - High-level course road map.srt 2.7 KB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/01 - Intro to data preparation.mp4 5.3 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/01 - Intro to data preparation.srt 5.1 KB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/02 - Numpy and pandas basics.mp4 6.7 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/02 - Numpy and pandas basics.srt 5.9 KB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/03 - Filtering and selecting.mp4 34.9 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/03 - Filtering and selecting.srt 17.4 KB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/04 - Treating missing values.mp4 37.5 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/04 - Treating missing values.srt 22.5 KB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/05 - Removing duplicates.mp4 17.7 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/05 - Removing duplicates.srt 9.1 KB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/06 - Concatenating and transforming.mp4 27.9 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/06 - Concatenating and transforming.srt 15.4 KB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/07 - Grouping and aggregation.mp4 13.1 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/07 - Grouping and aggregation.srt 8.3 KB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/01 - Importance of visualization in data science.mp4 5.1 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/01 - Importance of visualization in data science.srt 6.2 KB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/02 - The three types of data visualization.mp4 14.4 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/02 - The three types of data visualization.srt 15.2 KB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/03 - Selecting optimal data graphics.mp4 16.4 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/03 - Selecting optimal data graphics.srt 11.7 KB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/04 - Communicating with color and context.mp4 11.8 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/04 - Communicating with color and context.srt 11.4 KB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/01 - Introduction to the matplotlib and Seaborn libraries.mp4 38.7 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/01 - Introduction to the matplotlib and Seaborn libraries.srt 21.3 KB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/02 - Creating standard data graphics.mp4 21.2 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/02 - Creating standard data graphics.srt 13.5 KB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/03 - Defining elements of a plot.mp4 25 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/03 - Defining elements of a plot.srt 15.8 KB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/04 - Plot formatting.mp4 33.2 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/04 - Plot formatting.srt 17.5 KB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/05 - Creating labels and annotations.mp4 41.7 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/05 - Creating labels and annotations.srt 23.8 KB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/06 - Visualizing time series.mp4 18.1 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/06 - Visualizing time series.srt 11.1 KB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/07 - Creating statistical data graphics in Seaborn.mp4 31.8 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/07 - Creating statistical data graphics in Seaborn.srt 17.3 KB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/01 - Simple arithmetic.mp4 16.7 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/01 - Simple arithmetic.srt 11.5 KB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/02 - Generating summary statistics.mp4 20.1 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/02 - Generating summary statistics.srt 14 KB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/03 - Summarizing categorical data.mp4 21.4 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/03 - Summarizing categorical data.srt 14.5 KB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/04 - Pearson correlation analysis.mp4 35.5 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/04 - Pearson correlation analysis.srt 23 KB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/05 - Spearman rank correlation and Chi-square.mp4 31.7 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/05 - Spearman rank correlation and Chi-square.srt 18.7 KB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/06 - Extreme value analysis for outliers.mp4 28.8 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/06 - Extreme value analysis for outliers.srt 19.1 KB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/07 - Multivariate analysis for outliers.mp4 17 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/07 - Multivariate analysis for outliers.srt 10.4 KB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/01 - Cleaning and treating categorical variables.mp4 25.2 MB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/01 - Cleaning and treating categorical variables.srt 14.3 KB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/02 - Transforming data set distributions.mp4 14.4 MB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/02 - Transforming data set distributions.srt 9.7 KB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/03 - Applied machine learning Starter problem.mp4 18 MB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/03 - Applied machine learning Starter problem.srt 11.8 KB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/01 - Introduction of web scraping.mp4 3.7 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/01 - Introduction of web scraping.srt 4 KB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/02 - Python requests for automating data collection.mp4 18.9 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/02 - Python requests for automating data collection.srt 12.7 KB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/03 - BeautifulSoup object.mp4 46.6 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/03 - BeautifulSoup object.srt 25.3 KB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/04 - NavigableString objects.mp4 29.1 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/04 - NavigableString objects.srt 14 KB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/05 - Data parsing.mp4 37.9 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/05 - Data parsing.srt 17.5 KB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/06 - Web scraping in practice.mp4 36.2 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/06 - Web scraping in practice.srt 18 KB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/07 - Asynchronous scraping.mp4 46.7 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/07 - Asynchronous scraping.srt 25.2 KB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/01 - Introduction to Streamlit.mp4 7.1 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/01 - Introduction to Streamlit.srt 8.4 KB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/02 - Environment setup.mp4 6 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/02 - Environment setup.srt 4.1 KB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/03 - Create basic charts.mp4 21 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/03 - Create basic charts.srt 10.4 KB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/04 - Line charts in Streamlit.mp4 18.3 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/04 - Line charts in Streamlit.srt 9.8 KB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/05 - Bar charts and pie charts in Streamlit.mp4 23.3 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/05 - Bar charts and pie charts in Streamlit.srt 12.6 KB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/06 - Create statistical charts.mp4 20.2 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/06 - Create statistical charts.srt 8.8 KB
  • ~Get Your Files Here !/10 - Conclusion/01 - Next steps.mp4 1.7 MB
  • ~Get Your Files Here !/10 - Conclusion/01 - Next steps.srt 2 KB

Rating
Not rated yet
Log in to rate

Comments

No comments yet.


Similar torrents
NameSizeDate
18 MB252
1 GB200
8 MB90
1.3 GB51
12 MB51
3.1 GB40
2.1 GB31
8 MB30
3.5 GB30
36 MB30
3.1 GB32
1 MB20
5.8 GB24
3 MB20
13 GB20