Learning Python for Data Analysis and Visualization (Udemy)
Jose Portilla is the author of this course, which is offered on Udemy. This course's objective is to give students a thorough understanding of Python and how to utilize it efficiently for data analysis and visualization. The topics covered in this course include NumPy, pandas, data import and export in Python, data visualization using Python tools, and data portfolio projects. Additionally, Scikit-machine Learn's learning is mentioned. In addition to all of this, it includes appendix materials that cover topics like statistics, using SQL with Python and web scraping.
More than 100 lectures totaling more than 21 hours of video footage, for example Python code notebooks, supplementary articles and reading materials, and a number of data analysis projects that students can utilize for their portfolios are all included in the course.
The course guides learners through several data analysis libraries in Python:
- NumPy – how to use Numpy to create and manipulate arrays with Python
- Pandas – how to use Pandas to create series, dataframes and do quick and effective analysis on data. Also covers Pandas built-in visualization tools
It also demonstrates how to create different visualizations for a wide range of data sets using following Python libraries:
- Matplotlib
- Seaborn
- Students also learn to use SciPyto create distributions and solve statistical problems.
Key Highlights:
- Excellent fit for learning how to program in Python and create Data Visualization with Python libraries
- Learn Data Analysis by Numpy and Pandas
- Learn how to use Python and Pandas to work with data in a variety of formats like JSON, HTML, text, csv and even Excel files
- Learn to create modern, impressive data visualizations using Matplotlib and Seaborn modules with python
- Learn to create a variety of charts, Bar charts, Line charts, Stacked charts, Pie charts, Histograms, KDE plots, Violin plots, Box plots, Regression plots, Scatter Plots, and Heatmaps
- Get access to over 100 example python code notebooks
- Build a portfolio of various data analysis projects
Duration : 21 hours on-demand video
Rating : 4.3
Link: https://www.udemy.com/course/learning-python-for-data-analysis-and-visualization/
