## Implementing a simple Neural Network in Python

Welcome to the world of Neural Networks, where computers learn to think like humans! Whether you’re a beginner or an experienced programmer, understanding how these powerful algorithms work can unlock a whole new level of possibilities in various fields such as artificial intelligence, machine learning, and data analysis. In this blog post, we will delve…

## What is svm in machine learning

In this blog post, we will be exploring the concept of Support Vector Machines in machine learning. Support vector machines are a powerful tool for analyzing data and can be used for a variety of tasks, such as classification and regression. We will also be providing an example to illustrate the concept. What is SVMs?…

## What is machine learning in data science?

Machine learning is the process of teaching a computer to do things that normally require human intelligence, such as recognizing patterns in data. It’s a very powerful tool that can be used in a variety of industries, such as marketing and finance. In this blog post, we will explore what machine learning is and how…

## Training of a Neural Network

The neural network algorithm is derived from the functioning of the human brain. It is composed of multiple neurons similar to the brain. Each neuron is made up of input, weight, activation function and output. In every neuron, the weight acts as a guiding path for the algorithm that is over the algorithm the weight…

## Propagation: Forward and Backward

Every Neural Network has 2 main parts Forward Propagation Backward Propagation In this release, let’s take a deep dive into both these parts. Forward Propagation This refers to the calculation and storage of variables going from the input layer to the output layer. Here the data flow via the hidden layers in the forward direction….

## Implement Neural Networks with Python

This release will deal with the implementation of the neural network using Tensorflow. Using the Titanic Dataset from kaggle Notebook to check and run code: https://www.kaggle.com/code/tanavbajaj/neural-network-basic/notebook Let’s start by importing the libraries import numpy as np import pandas as pd import tensorflow as tf Read the Data data= pd.read_csv(‘../input/titanic/train.csv’)   Select the required data frames…

## Introduction to Neural Network

This is the release where the subset of Machine Learning called Deep Learning begins and there is an introduction to the kind of artificial intelligence seen in movies. How exactly are Artificial Intelligence, Deep Learning and Machine Learning related? These neural networks come from the branch of computer science called Deep Learning. Deep learning is…