Tuesday

Tuesday: Demystifying AI & ML - From Jargon to “Aha!” Moments

Note: All the following files will become weblinks on the day of the class.

• Applications: See how AI & ML are revolutionizing everything from healthcare to entertainment and unlock endless possibilities for your future career.

• Tame the Python beast! Learn the ins and outs of this powerful language. 

• Material for today will be shared during the class and posted here after the class (you will see links to various files). 

  1. Click here to download all the Images and Data Files needed for this course, as a zipped file.

  2. Slide deck: UMBC Data Science

  3. Slide deck: What is Artificial Intelligence?

  4. Slide deck: Applications of AI (See how AI & ML are revolutionizing everything from healthcare to entertainment and unlock endless possibilities for your future career.)

  5. Google Colab Notebook: Key Colab Features and Python programming for the Immersion Experience.ipynb.

  6. Google Colab Notebooks - Sample applications of Python:

     • QR Code Generator.ipynb (3 lines of code)

     • UnZip and Zip Files.ipynb (3 lines of code)

     • Youtube audio downloader.ipynb (5 lines of code)

     • Cartoonify your photos.ipynb (10 lines of code)

     • Youtube video downloader.ipynb ((5 lines of code)

     • Color Matching.ipynb (Convert your photos to a different color scheme or shade, in 4 lines of code)

     • Find your GPS cordinates.ipynb (Find your GPS coordinates - works best via jupyter notebooks. 5+ lines of code)

     • Lights, Camera, Action.ipynb (Use your webcam to take your photo. Difficult and long coding, just for fun)

     • Animate a Sine curve.ipynb (Difficult and long coding, just for fun)

     • Markup.ipynb (How to change fonts, colors, etc., or write equations, display images, in a jupyter notebook) 

     • Widgets.ipynb (open the file to see what widget means)

     • How NOT to write code.ipynb (and rather use Generative AI) 

     • GIS Census Data.ipynb (plot the data on the map of Baltimore, in 7 lines of code)

     • Music from Thornny.ipynb (the file does NOT run in Google Colab and requires a lot of setup. Find instructions in the file itself) 

  7. Google Colab Notebooks - More Intelligent applications: 

     • Remove Image Background.ipynb (5 lines of code)

     • Face Detection in Photos.ipynb (10 lines of code)

     • Your own spell checker.ipynb (5 lines of code)

  8. Google Sheet: A simple regression model and how it works.