Integrated Machine Learning & AI

Trying to help you have FEWER issues getting real world data into PyTorch.

LET'S GET REAL! Load 2D and 3D Data into PyTorch Tensors We've thoroughly explored the nature of PyTorch tensors. Now we can develop routines to load real world image data into PyTorch tensors. In the 6th step, part 1 shows how to load some real world 2D and 3D data into tensors for

Vin's advice is top notch!

High ROI Data Science Built for technical and non-technical readers interested in all things data. Deep dives into causal machine learning, research methods, technical strategy, and advanced career advice. Click to read High ROI Data Science, by Vin Vashishta, a Substack publication with thousands of readers.

""" CONFESSION - I HAVE AN ADDICTION """

Friends, It's true. For 21+ years, I've had an addition, and I do NOT intend to fight it.

After falling in love with math, and then coding that math with FORTRAN, and inside my HP 48CV calculator, I learned C, Basic, and even the first releases of C++ on my own and object oriented programming. So so so cool! I even learned AWK!

This was the beginning of my addiction. Math can be coded and automated - WOW!

Then, while learning a new advanced software package in 2000, I first heard of

✨ Python ✨

I came back home, loaded it, and my technical life was forever changed for the better.

I was in DISBELIEF. I felt like my mind had been uncaged. And Numpy and Visual Python? NO WAY!

Python has always been fast enough for me thanks to numpy and scipy.

Want to get a great start in a data specialization? You can't go wrong by starting to learn Python.