here is the link to the playlist: youtube.com/playlist?lis...

6/6

Each lecture comes with its corresponding Jupyter Notebook on GitHub. These lectures are part of the course I developed and recorded a few years back. I plan to complete uploading the series within the next few months, as some lectures still require video editing and organization.
5/6

The general topics covered include:
- Fundamentals of Python programming
- Numerical computing using Numpy
- Data manipulation and analysis with Pandas
- Data visualization techniques
- Exploratory data analysis methods
- Key machine learning algorithms and models
4/6

There are probably numerous tutorials for Python programming, however, if you're interested in learning Python specifically for data analysis and machine learning (and not so much for traditional software development), these lectures may be just what you're looking for.
3/6

The course covers fundamental Python programming, essential libraries for data analytics, data cleaning and visualizations methods, exploratory data analysis, and machine learning model development. 2/6