Follow us:
Nabla Squared

A blog about AI, Data Science, Math, Programming, and more...

The best 2 books to learn C & C++

How I learned more in 3 months rather than 4 years C and C++ are, despite their age, some of the most used programming languages across the globe and are among the first ones taught in schools and universities. If Read more…

By Dorian, 3 months3 months ago

How to implement Logistic Regression with NumPy

Sharpen your NumPy skills while learning Logistic Regression What’s our plan for implementing Logistic Regression in NumPy? Let’s first think of the underlying math that we want to use. There are many ways to define a loss function and then Read more…

By Dorian, 3 months3 months ago

Understanding Logistic Regression

The math of this method explained in detail What is logistic regression? Logistic regression is just adapting linear regression to a special case where you can have only 2 outputs: 0 or 1. And this thing is most commonly applied Read more…

By Dorian, 3 months3 months ago

Playing 2048 with Minimax Part 3: How to control the game board of 2048

…and finish implementing the minimax algorithm In this article, we will finish implementing the minimax algorithm for playing the 2048 game, and then we will use this implementation to automatically play a web version of this game which can be Read more…

By Dorian, 3 months3 months ago

Playing 2048 with Minimax Part 2: How to represent the game state of 2048

And how to do it in an object-oriented fashion In the last article about solving this game, I have shown at a conceptual level how the minimax algorithm can be applied to solving the 2048 game. But to put those Read more…

By Dorian, 3 months3 months ago

Posts navigation

Previous 1 2 3 … 8 Next
Search
Tags
Activation Functions (1) Artificial Intelligence (10) Beautiful Soup (2) Data (1) Data Analysis (1) Data Extraction (1) Data Manipulation (1) Data Science (6) Dataset (1) Deep Learning (2) Excel (1) Game Theory (2) Hypothesis Testing (4) Ideas (1) Jupyter Extension (2) Jupyter Notebook (2) Kaggle (1) Keras (1) Linear Regression (4) Logistic Regression (4) Machine Learning (17) Mathematics (9) Maximum Likelihood (1) Medium (1) Minimax Algorithm (4) Multilayer Perceptron (1) Neural Networks (5) NLP (1) NumPy (5) Pandas (2) Perceptron (1) Playing 2048 with Minimax (3) Probability (2) Programming (13) Python (23) PyTorch (2) ResNet (1) Scikit-Learn (2) Sentiment Analysis (1) SQL (1) Statistics (4) TensorFlow (2) Titanic Dataset (1) Web Scraping (3) Writing (2)
    Copyright © 2020 | Nabla Squared
    Hestia Theme | Powered by WordPress