Understanding Recursion: A Comprehensive Guide for Programmers
I. Introduction A. Definition of recursion Recursion can be stated as follows: when a process or concept requires itself to be defined.
Understanding Big O Notation - A Beginner's Guide to Algorithm Efficiency (Part 2)
IV. Real-World Examples In this section, we’ll look at some common real-world algorithms and analyze their time complexities. A. Searching Algorithms Linear Search (O(n))
Understanding Big O Notation - A Beginner's Guide to Algorithm Efficiency (Part 1)
Introduction The Delivery Driver Analogy Imagine you’re a delivery driver tasked with delivering 100 packages throughout a city. Now consider a few different scenarios:
Making Roogle, a distributed search engine in Rust - part 1
Today we are going to start making a distributed search engine using Rust. I chose Rust since it is blazingly fast.
Making Roogle, a distributed search engine in Rust - part 2
Today we will continue making our Google-like search engine, Roogle. Sounds exciting? Tune in! Defining a base-ground In the previous post, I did some work, trying to establish a baseline.
Cross Validation - A definitive guide
Nowadays, in the boom of AI, the development of new models never was so fast and yet we need to take care of many intricacies that are associated.
Top 5 use cases for llama 2
Today, in I will experiment with the most recent model from Meta - LLAMA 2. And why it is a big deal.
Visualizing Binary Search: An Interactive Guide to Efficient Searching Techniques
Understanding algorithms can sometimes be a daunting task, especially when dealing with complex concepts and calculations. However, visualizing these algorithms can make them more accessible and easier to comprehend.
Visualizer EP1
This will be a mini season of a (hopefully) bigger series where I will build small applications to then deploy.
10 Programming Languages: Pros and Cons
10 Programming Languages: Pros and Cons Long gone are the times where there were few programming languages. Nowadays, we have a long list to choose a programming language from.
Computing at the Edge
How does Edge Computing works Edge Computing works by serving content in a decentralized manner, meaning that the content is distributed around multiple locations on the “edge” to provide a quicker response time.
Cloud vs Edge Computing
Nowadays we hear a lot about the cloud and how much it is great. But the reality is, depending on the use case, the cloud may not be the most efficient way to serve your application.
Artificial Intelligence and Machine Learning: How They Work
A brief introduction to AI and ML Artificial Intelligence (AI) and Machine Learning (ML) are two terms that are often used interchangeably even though they mean 2 different things.
Solving Search Problems using Depth First
Generally, a search algorithm takes a problem as input and outputs a path or set of actions to reach a certain objective.
A Look into Google's remarkable Ranking System
Nowadays, Google is a giant on the internet, being youtube and dozens of other services. And all of those services rely heavily on providing suggestions to users, be it a video or a website.
Unlocking the Full Power of Data Structures and Algorithms: A Modern Guide
Niklaus Wirth was a Swiss computer scientist and, in the year 1976, he wrote a book entitled Algorithms + Data Structures = Programs.
The AI Ethics Dilemma: The Morality of AI
Today let’s talk about ethics and dive into the AI world and try to answer questions about our future jobs and whenever AI is responsible for its actions.
The Ultimate Guide to Spacy in Python
Python is well-known for being easily extensible and for having awesome libraries. Spacy is no exception. Spacy is one if not the most popular natural language processing library for python and it comes full of important and useful features.
NLP - A new look into words
NLP or Natural Language Processing is a field of study within computer science and linguistics that tries to understand and interpret how humans understand each other or even give responses.
A beginners guide to Seaborn in Python
Just like the famous Matplotlib, Seaborn is a statistical plotting library for python and is, in fact, built upon it.
Support Vector Machine And Python
Support vector machine is a Supervised Machine Algorithm, since it depends of data provided before hand to infer in new data.
Secure Your Future With Data Science
So, do you want to master data and gain insights on how your business is growing, while loving to code?
How an AI Stores Knowledge
This will be a multipart series that I am doing that will explore ways to store a knowledge that a computer can get from outside sources such as audio files or written text.
A deep look at Histogram Oriented Gradient
Today we will look at a algorithm for a future project that involves computer vision. The algorithm chosen is the HOG algorihtm.
A look into Leidenmayer Systems
A Leidenmayer System or a L-System consists on a set of production rules, an alphabet a string and an initial axiom.
A deep dive into the A* Search Algorithm
Recently I needed to use a algorithm to search a 2-dimensional board of a game to find the best solution. The algorithm I used is A*, let’s see why I chose that and some properties of this that helped me make this important decision.
A look into the Minimax Algorithm
Contextualization Minimax is an algorithm used in AI, decision theory, game theory and so many other fields to minimize the possible loss in a maximum loss scenario.
Ultimate guide to Wave Function Collapse
What is? Wave function collapse algorithm can take a set of inputs and create similar looking output that follows the same rules as the output.