Revolutionizing Edge Computing
Dynamic Resource Allocation with Machine Learning Algorithms In the era of big data analytics, the demand for efficient resource allocation in edge computing environments has never been more critical. This…
AI’s Crystal Ball: How Neural Networks Forecast Inflation
The Intersection of AI and Economics for Accurate Forecasting Traditional methods of inflation forecasting rely heavily on historical data and complex econometric models, which often fail to capture the nuances…
Some Pros and Cons of Basic ML Algorithms, in 2 Minutes
K-Nearest Neighbors Simple ✧ No training ✧ No assumption about data ✧ Easy to implement ✧ New data can be added seamlessly ✧ Only one hyperparameter Doesn’t work well in…
Do THIS Instead of Watching Endless Tutorials — How I’d Learn Machine Learning FAST
My best advice on how to study machine learning I’ve been doing machine learning for over three years and am due to start a job as a machine learning engineer…
When Algorithms
Let’s play a game of finding commonalities Welcome to a game of finding commonalities. Can you spot the two common points in these three screenshots? It’s quite obvious, first of…
5 Python Tricks Nobody Told You
Useful tricks for useless things. Underscore is a gem in Python. It has so many uses, and also you use it when you don’t have any use for it. Let…
Implementing Neural Networks for Predictive Analytics
Data Science for Everyone Table of Contents1. Understanding Neural Networks Basics2. Key Components of Neural Networks3. Steps to Implement Neural Networks3.1. Data Collection and Preparation3.2. Choosing the Right Model3.3. Training…
How does Perplexity AI’s Deep Research tool actually work? Let me show you inside its system prompt
Advanced system prompts to generate long-form research reports. Last week I wrote about how I hacked Perplexity AI’s system prompt by correctly guessing some internal token delimiters and using my…
What if LLMs Are Better Than We Think? Or Is It Our Judgement That’s Flawed?
A Study of Label Errors and Their Impact on LLM Performance Evaluations Everybody is a genius. But if you judge a fish by its ability to climb a tree, it…
How to Explain Each Core Machine Learning Model in an Interview
From Regression to Clustering to CNNs: A Brief Guide to 25+ Machine Learning Models Machine learning is at the core of modern AI, powering everything from recommendation systems to self-driving…