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

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

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种子哈希：dfa567d871f56bec4fcb5921c33507aa24e14c27
文件大小：1006.95M
已经下载：2377次
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收录时间：2024-03-31
最近下载：2025-09-03

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文件列表

  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/07 - Asynchronous scraping.mp4 49.0 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/03 - BeautifulSoup object.mp4 48.9 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/05 - Creating labels and annotations.mp4 43.7 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/01 - Introduction to the matplotlib and Seaborn libraries.mp4 40.6 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/05 - Data parsing.mp4 39.8 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/04 - Treating missing values.mp4 39.4 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/06 - Web scraping in practice.mp4 37.9 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/04 - Pearson correlation analysis.mp4 37.2 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/03 - Filtering and selecting.mp4 36.6 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/04 - Plot formatting.mp4 34.9 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/07 - Creating statistical data graphics in Seaborn.mp4 33.3 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/05 - Spearman rank correlation and Chi-square.mp4 33.2 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/04 - NavigableString objects.mp4 30.6 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/06 - Extreme value analysis for outliers.mp4 30.2 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/06 - Concatenating and transforming.mp4 29.2 MB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/01 - Cleaning and treating categorical variables.mp4 26.5 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/03 - Defining elements of a plot.mp4 26.3 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/05 - Bar charts and pie charts in Streamlit.mp4 24.4 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/01 - Introduction to the data professions.mp4 22.9 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/03 - Summarizing categorical data.mp4 22.4 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/02 - Creating standard data graphics.mp4 22.3 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/03 - Create basic charts.mp4 22.0 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/06 - Create statistical charts.mp4 21.2 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/02 - Generating summary statistics.mp4 21.1 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/02 - Python requests for automating data collection.mp4 19.8 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/04 - Line charts in Streamlit.mp4 19.2 MB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/06 - Visualizing time series.mp4 19.0 MB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/03 - Applied machine learning Starter problem.mp4 18.8 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/05 - Removing duplicates.mp4 18.5 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/07 - Multivariate analysis for outliers.mp4 17.8 MB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/01 - Simple arithmetic.mp4 17.5 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/03 - Selecting optimal data graphics.mp4 17.2 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/02 - Data science careers Identifying where and how you'll thrive.mp4 15.4 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/02 - The three types of data visualization.mp4 15.1 MB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/02 - Transforming data set distributions.mp4 15.1 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/07 - Grouping and aggregation.mp4 13.7 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/04 - Communicating with color and context.mp4 12.4 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/03 - Why to use Python for analytics.mp4 10.7 MB
  • ~Get Your Files Here !/01 - Introduction/03 - How to use Codespaces with this course.mp4 7.7 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/01 - Introduction to Streamlit.mp4 7.4 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/02 - Numpy and pandas basics.mp4 7.1 MB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/02 - Environment setup.mp4 6.2 MB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/01 - Intro to data preparation.mp4 5.5 MB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/01 - Importance of visualization in data science.mp4 5.3 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/01 - Introduction of web scraping.mp4 3.9 MB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/04 - High-level course road map.mp4 2.7 MB
  • ~Get Your Files Here !/01 - Introduction/01 - Data science life hacks.mp4 2.6 MB
  • ~Get Your Files Here !/10 - Conclusion/01 - Next steps.mp4 1.8 MB
  • ~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 1.3 MB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/03 - BeautifulSoup object.srt 25.9 kB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/07 - Asynchronous scraping.srt 25.8 kB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/05 - Creating labels and annotations.srt 24.3 kB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/01 - Introduction to the data professions.srt 24.0 kB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/04 - Pearson correlation analysis.srt 23.6 kB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/04 - Treating missing values.srt 23.1 kB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/01 - Introduction to the matplotlib and Seaborn libraries.srt 21.8 kB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/06 - Extreme value analysis for outliers.srt 19.5 kB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/05 - Spearman rank correlation and Chi-square.srt 19.2 kB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/06 - Web scraping in practice.srt 18.5 kB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/05 - Data parsing.srt 17.9 kB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/04 - Plot formatting.srt 17.9 kB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/03 - Filtering and selecting.srt 17.9 kB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/07 - Creating statistical data graphics in Seaborn.srt 17.7 kB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/03 - Defining elements of a plot.srt 16.1 kB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/06 - Concatenating and transforming.srt 15.8 kB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/02 - The three types of data visualization.srt 15.6 kB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/03 - Summarizing categorical data.srt 14.8 kB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/01 - Cleaning and treating categorical variables.srt 14.7 kB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/02 - Generating summary statistics.srt 14.4 kB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/04 - NavigableString objects.srt 14.3 kB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/02 - Creating standard data graphics.srt 13.8 kB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/02 - Python requests for automating data collection.srt 13.0 kB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/05 - Bar charts and pie charts in Streamlit.srt 12.9 kB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/03 - Applied machine learning Starter problem.srt 12.1 kB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/03 - Selecting optimal data graphics.srt 12.0 kB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/01 - Simple arithmetic.srt 11.8 kB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/04 - Communicating with color and context.srt 11.7 kB
  • ~Get Your Files Here !/05 - 4. Practical Data Visualization/06 - Visualizing time series.srt 11.4 kB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/03 - Create basic charts.srt 10.7 kB
  • ~Get Your Files Here !/06 - 5. Exploratory Data Analysis/07 - Multivariate analysis for outliers.srt 10.7 kB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/04 - Line charts in Streamlit.srt 10.0 kB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/03 - Why to use Python for analytics.srt 10.0 kB
  • ~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/02 - Transforming data set distributions.srt 9.9 kB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/05 - Removing duplicates.srt 9.3 kB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/06 - Create statistical charts.srt 9.0 kB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/01 - Introduction to Streamlit.srt 8.6 kB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/07 - Grouping and aggregation.srt 8.5 kB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/02 - Data science careers Identifying where and how you'll thrive.srt 7.5 kB
  • ~Get Your Files Here !/04 - 3. Data Visualization 101/01 - Importance of visualization in data science.srt 6.3 kB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/02 - Numpy and pandas basics.srt 6.1 kB
  • ~Get Your Files Here !/03 - 2. Data Preparation Basics/01 - Intro to data preparation.srt 5.2 kB
  • ~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/02 - Environment setup.srt 4.2 kB
  • ~Get Your Files Here !/01 - Introduction/03 - How to use Codespaces with this course.srt 4.2 kB
  • ~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/01 - Introduction of web scraping.srt 4.1 kB
  • ~Get Your Files Here !/02 - 1. Introduction to the Data Professions/04 - High-level course road map.srt 2.8 kB
  • ~Get Your Files Here !/10 - Conclusion/01 - Next steps.srt 2.0 kB
  • ~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 1.7 kB
  • ~Get Your Files Here !/01 - Introduction/01 - Data science life hacks.srt 1.3 kB
  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
  • Get Bonus Downloads Here.url 182 Bytes

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