𝗛𝗼𝘄 𝗱𝗼 𝗡𝗲𝘂𝗿𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝘁𝗵𝗶𝗻𝗸?
Everyone’s heard of them. Few actually get them.
No math. No AI jargon.
Just a clean mental model to truly understand how they work.
Let’s start with a relatable story ↓
⤷ Imagine teaching a kid to…
𝗧𝗵𝗲 𝗯𝗲𝘀𝘁 𝗠𝗟 𝗮𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺 𝗶𝗻 𝗮 𝗰𝗿𝗶𝘀𝗶𝘀? 𝗥𝗮𝗻𝗱𝗼𝗺 𝗙𝗼𝗿𝗲𝘀𝘁.
No matter if you’re building a fraud detection model or a credit scoring system
𝗥𝗮𝗻𝗱𝗼𝗺 𝗙𝗼𝗿𝗲𝘀𝘁 often beats everything else without deep tuning.
Here’s how it works, 𝗮𝘀 𝗶𝗳…
𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗠𝗟 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝘁𝗶𝗺𝗲 𝗰𝗼𝗺𝗽𝗹𝗲𝘅𝗶𝘁𝘆 𝗶𝘀 𝗹𝗶𝗸𝗲 𝗰𝗼𝗱𝗶𝗻𝗴 𝗯𝗹𝗶𝗻𝗱𝗳𝗼𝗹𝗱𝗲𝗱.
You might train the model…
You might get good accuracy…
But if you don’t know how the algorithm scales with data,
You’ll end up deploying a model that…
Do computer architecture course atleast once in your life.
It fills in so many gaps and enhances fundamental understanding of computer science and software development
Applied Machine Learning - Cornell CS5785
"Starting from the very basics, covering all of the most important ML algorithms and how to apply them in practice. Executable Jupyter notebooks (and as slides)". 80 videos!!
The best way to learn #machinelearning is to:
Avoid popular content that oversimplifies concepts, especially when written by individuals with no real ML experience.
Dive into high-quality books and work through them diligently.
While it may be challenging at first, the effort…
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