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Hi Reader, Last week, I launched a brand new course: Build an AI chatbot with Python. 120+ people enrolled, and a few have already completed the course! π
π Tip #55: Should you still learn to code in 2025?Youβve probably heard that Large Language Models (LLMs) are excellent at writing code:
And, they are only getting better! So, is it still worth your time to learn how to code?My answer is an emphatic YES! Here are my top 8 reasons why learning to code is still beneficial in 2025: (1) You'll be able to spot whether LLM-generated code is correct. (2) If the code executes but you run into a problem, you'll know how to fix it. (3) Even if the code appears to execute properly, you'll know how to examine it for less obvious bugs. (4) If the code executes but itβs too slow, you'll know how to optimize it. (5) If the code executes but itβs not what you had in mind, you'll know how to customize it. (6) You can be more specific in your requests to the LLM, which will lead to better results. (7) You'll be more highly prized by employers than those who only know how to use LLMs. (8) You'll gain knowledge and skills that will translate to other careers. 8 more great reasons (written by LLMs)I shared the list above with Claude 3.5, GPT-4o, and Gemini 2.0 Flash Experimental, and asked them to contribute to my list. Here were their best additions: (9) You can better evaluate which coding tasks are appropriate for LLMs versus which require human expertise. (10) You'll be able to create novel and innovative solutions that LLMs might not suggest. (11) You'll better understand the architectural decisions needed for large projects, which LLMs often struggle with. (12) You'll be able to integrate LLM-generated code with existing systems and codebases more effectively. (13) You'll understand the security implications of the code youβre using, rather than blindly trusting LLM-generated solutions. (14) You can more effectively collaborate with other developers, as youβll speak the same technical language. (15) You'll be better equipped to learn new programming languages and adapt to evolving technologies. (16) You'll develop a greater sense of confidence and self-reliance by understanding how to build things. What do you think? Agree/disagree? Are there items you would add to this list? Reply and let me know! π See you next Tuesday!If you enjoyed this newsletter, please share it with a friend! π - Kevin P.S. ChatGPT writes for the New Yorkerβ Did someone AWESOME forward you this email? Sign up here to receive weekly Artificial Intelligence tips! |
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Hi Reader, I just published a new YouTube video: How to use top AI models on a budget Description: Want to chat with the best AI models from OpenAI, Claude, and Google without paying $20/month? I'll show you how to use API keys with TypingMind to access top models for a fraction of the cost, demonstrate its killer feature of chatting with multiple models side-by-side, and explain when paying for a subscription is actually the smarter choice. Timestamps: 0:00 Introduction 0:37 Pay-per-token...
Hi Reader, On Friday, I announced my forthcoming book, Master Machine Learning with scikit-learn. In response, my Dad asked me: How does the subject of this book relate to Artificial Intelligence? In other words: What's the difference between AI and Machine Learning? Ponder that question for a minute, then keep reading to find out how I answered my Dad... π AI vs Machine Learning Here's what I told my Dad: You can think of AI as a field dedicated to creating intelligent systems, and Machine...
Hi Reader, Yesterday, I posted this announcement on LinkedIn and Bluesky and X: Kevin Markham @justmarkham Dream unlocked: I'm publishing my first book! πππ It's called "Master Machine Learning with scikit-learn: A Practical Guide to Building Better Models with Python" Download the first 3 chapters right now: π https://dataschool.kit.com/mlbook π Thanks for your support π 1:47 PM β’ Sep 11, 2025 1 Retweets 5 Likes Read 1 replies This has been a dream of mine for many years, and I'm so excited...