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AI is changing extremely fast in 2025, and so is the way that you should be learning it. So in this video, I'm going to break down exactly how I would learn AI & ML if I was starting completely from scratch with all of the knowledge that I have today.

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⏳ Timestamps ⏳
00:00 | Overview
00:16 | Step 0
00:55 | Step 1
03:26 | Step 2
04:19 | Step 3
05:28 | Step 4
06:52 | Step 5
09:14 | Step 6

Hashtags
#MachineLearning #ArtificialIntelligence #Python

TechWithTim, founded by Tim Ruscica, is a popular YouTube channel and blog offering tutorials, guides, and projects on programming, game development, and machine learning. With a friendly and approachable teaching style, Tim covers a wide range of topics, including Python programming, game development with Pygame, and machine learning algorithms with TensorFlow and Keras. Developers of all skill levels can benefit from TechWithTim's engaging content and hands-on coding projects, making it an in resource for learning and honing technical skills.

Tech With Tim

Advocates a strategic approach to learning AI and ML swiftly in the rapidly evolving landscape of 2025. Emphasizes the importance of critical thinking and practical coding skills, particularly in Python, for effective AI/ML projects. Encourages data literacy as foundational and promotes hands-on experience with AI models, APIs, and machine learning techniques before transitioning into advanced concepts like LLMs and AI agents.

How I'd Learn ML/AI FAST If I Had to Start Over

<p>I like to learn on other people failures, so I will wait next several years, until hype is down, and then I will learn AI. In a calm manner ;)</p>
