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

File Name

Size

Get Bonus Downloads Here.url

182 B

~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

22 MB

~Get Your Files Here !/02 - 1. Introduction to the Data Professions/01 - Introduction to the data professions.srt

24 kB

~Get Your Files Here !/02 - 1. Introduction to the Data Professions/02 - Data science careers Identifying where and how you'll thrive.mp4

15 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 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

35 MB

~Get Your Files Here !/03 - 2. Data Preparation Basics/03 - Filtering and selecting.srt

17 kB

~Get Your Files Here !/03 - 2. Data Preparation Basics/04 - Treating missing values.mp4

38 MB

~Get Your Files Here !/03 - 2. Data Preparation Basics/04 - Treating missing values.srt

22 kB

~Get Your Files Here !/03 - 2. Data Preparation Basics/05 - Removing duplicates.mp4

18 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

28 MB

~Get Your Files Here !/03 - 2. Data Preparation Basics/06 - Concatenating and transforming.srt

15 kB

~Get Your Files Here !/03 - 2. Data Preparation Basics/07 - Grouping and aggregation.mp4

13 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 MB

~Get Your Files Here !/04 - 3. Data Visualization 101/02 - The three types of data visualization.srt

15 kB

~Get Your Files Here !/04 - 3. Data Visualization 101/03 - Selecting optimal data graphics.mp4

16 MB

~Get Your Files Here !/04 - 3. Data Visualization 101/03 - Selecting optimal data graphics.srt

12 kB

~Get Your Files Here !/04 - 3. Data Visualization 101/04 - Communicating with color and context.mp4

12 MB

~Get Your Files Here !/04 - 3. Data Visualization 101/04 - Communicating with color and context.srt

11 kB

~Get Your Files Here !/05 - 4. Practical Data Visualization/01 - Introduction to the matplotlib and Seaborn libraries.mp4

39 MB

~Get Your Files Here !/05 - 4. Practical Data Visualization/01 - Introduction to the matplotlib and Seaborn libraries.srt

21 kB

~Get Your Files Here !/05 - 4. Practical Data Visualization/02 - Creating standard data graphics.mp4

21 MB

~Get Your Files Here !/05 - 4. Practical Data Visualization/02 - Creating standard data graphics.srt

14 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

16 kB

~Get Your Files Here !/05 - 4. Practical Data Visualization/04 - Plot formatting.mp4

33 MB

~Get Your Files Here !/05 - 4. Practical Data Visualization/04 - Plot formatting.srt

18 kB

~Get Your Files Here !/05 - 4. Practical Data Visualization/05 - Creating labels and annotations.mp4

42 MB

~Get Your Files Here !/05 - 4. Practical Data Visualization/05 - Creating labels and annotations.srt

24 kB

~Get Your Files Here !/05 - 4. Practical Data Visualization/06 - Visualizing time series.mp4

18 MB

~Get Your Files Here !/05 - 4. Practical Data Visualization/06 - Visualizing time series.srt

11 kB

~Get Your Files Here !/05 - 4. Practical Data Visualization/07 - Creating statistical data graphics in Seaborn.mp4

32 MB

~Get Your Files Here !/05 - 4. Practical Data Visualization/07 - Creating statistical data graphics in Seaborn.srt

17 kB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/01 - Simple arithmetic.mp4

17 MB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/01 - Simple arithmetic.srt

12 kB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/02 - Generating summary statistics.mp4

20 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 MB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/03 - Summarizing categorical data.srt

14 kB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/04 - Pearson correlation analysis.mp4

36 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

32 MB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/05 - Spearman rank correlation and Chi-square.srt

19 kB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/06 - Extreme value analysis for outliers.mp4

29 MB

~Get Your Files Here !/06 - 5. Exploratory Data Analysis/06 - Extreme value analysis for outliers.srt

19 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 kB

~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/01 - Cleaning and treating categorical variables.mp4

25 MB

~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/01 - Cleaning and treating categorical variables.srt

14 kB

~Get Your Files Here !/07 - 6. Getting Started with Machine Learning/02 - Transforming data set distributions.mp4

14 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

12 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

4.0 kB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/02 - Python requests for automating data collection.mp4

19 MB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/02 - Python requests for automating data collection.srt

13 kB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/03 - BeautifulSoup object.mp4

47 MB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/03 - BeautifulSoup object.srt

25 kB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/04 - NavigableString objects.mp4

29 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

38 MB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/05 - Data parsing.srt

18 kB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/06 - Web scraping in practice.mp4

36 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

47 MB

~Get Your Files Here !/08 - 7. Data Sourcing via Web Scraping/07 - Asynchronous scraping.srt

25 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

6.0 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 kB

~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/04 - Line charts in Streamlit.mp4

18 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 MB

~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/05 - Bar charts and pie charts in Streamlit.srt

13 kB

~Get Your Files Here !/09 - 8. Collaborative Analytics with Streamlit/06 - Create statistical charts.mp4

20 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

2.0 kB

~Get Your Files Here !/Bonus Resources.txt

386 B