Harish JoyaUnlocking the Secrets of Productivity: A Path to Achieving MorePhoto by Carl Heyerdahl on UnsplashJul 1Jul 1
Harish JoyaConnecting the Dots: Creating Network Graphs from Pandas DataFrames with NetworkXYou can create a NetworkX graph from a Pandas DataFrame by using the power of NetworkX and Pandas together. NetworkX is a Python package…Sep 28, 2023Sep 28, 2023
Harish JoyaGetting Started with NetworkX in pythonPhoto by Alina Grubnyak on UnsplashSep 27, 20231Sep 27, 20231
Harish JoyaCross Entropy in a nutshellCross entropy is a concept used in various fields like information theory, machine learning, and statistics to measure how different two…Sep 26, 2023Sep 26, 2023
Harish JoyaClimbing Mathematical Hills: Explaining Gradient Descent as a Strategy to Find the Best Answer!Imagine you’re climbing a big hill. You want to reach the top, but you can’t see the whole hill at once. So, what do you do? You take small…Jun 30, 2023Jun 30, 2023
Harish JoyaExplaining Neural Networks: How a Brain in a Box Learns Like a Super-Smart Helper!Imagine you have a big box with lots of switches and buttons. Each switch can be turned on or off, and each button can be pressed or not…Jun 30, 2023Jun 30, 2023
Harish JoyaLinear Regression Explained to 5 Year oldLinear regression is a way to understand how things are related to each other. Let’s imagine you have a toy car collection, and you want to…Jun 28, 2023Jun 28, 2023