Shayaan Hussain
# 10
2
From a Tree to a Forest: A Guide to Random Forest Algorithm
This post describes the Random Forest, a method created to solve the overfitting issue of Decision Trees.
See how trees work like flowcharts guiding the model in classifying the data!
# 7
2
Beyond Yes or No: How Logistic Regression Makes Predictions with Probabilities
Study the concept of classification and its evaluation metrics along with the Python Implementation of a Fundamental Algorithm: The Logistic Regression
Know more about gradient descent algorithm, its types and how they are implemented
# 3
2
Taming the Number Game: How Cost Functions guide your ML Model to Victory
Find out about cost functions, a fundemental concept in optimization of machine learning models
Explore the world of AI with us! Learn about its history, basic ideas, and where it's used.
