AI for Beginners: Get Started With AI From Scratch
Nate

AI for Beginners: Get Started With AI From Scratch

articles

11 highlights

Fundamentally, AI is all about recognizing patterns in data and then using those patterns to produce an output.

AI systems learn by combing through massive amounts of data, which can include text, images, audio, video—you name it. Think of a chatbot that’s been fed countless text documents, books, and websites. The AI then uses machine-learning techniques to find intricate patterns within all that data.

Once these patterns are identified, the AI can “make decisions” or generate new content.

If you ask a chatbot a question, it crafts its reply by predicting the most likely sequence of words based on patterns it found in its training data.

AI is excellent at spotting and replicating patterns, but it lacks the underlying conscious reasoning or emotional insight that humans bring to the table.

That said, there is a kernel of truth in the statement that “AI won’t replace people, but people who use AI effectively will replace people who don’t.”

So, Will AI Steal My Job? My Thoughts on Automation vs. Augmentation

If you work in a creative field—whether that’s marketing, writing, design, or programming—AI can be a powerful booster. Take writing, for instance. I use AI chatbots to brainstorm ideas, generate outlines, brainstorm back and forth on writing ideas, do research. It speeds up my process, but I’m still the one polishing the final product, injecting style, personal stories, and nuance. The AI doesn’t have my personal voice or experiences, and that’s part of what makes human work uniquely valuable.

One aspect of using AI that I’ve learned to pay special attention to is how I phrase my questions or requests. This is sometimes called “prompt engineering,” a term that might sound fancy but really just means “ask better questions, get better answers.”

I’ve found that the more context, constraints, and examples I provide, the better the result.

Lastly, embrace the fact that AI is here, and it’s not going anywhere. It’s the next stage in the evolution of technology, akin to how the internet revolutionized communication and commerce. Rather than resisting it, lean into the possibilities it offers. You might find it opens doors to new career paths, creative pursuits, or insights that you never could have imagined otherwise.