All you need to know about the famous Object Detection algorithm

Photo by Marten Newhall on Unsplash


A brief Introduction

What is TensorFlow ?

  • It is a free and open-source platform for high-performance numerical computation, specifically for ML and Deep Learning.
  • Has a flexible architecture and can be deployed across a variety of platforms (CPUs, GPUs and TPUs) as well…


Learn the why, what and how of Docker

Image credits: flickr.com

What is Docker ?

  • It is a tool used to create, deploy and run applications by using containers.
  • Containers allows developers to package up an application with all the parts it needs.
  • Containers are isolated from one another and bundle their…


A Brief Overview

Introduction

Source : Towards Data Science

Support Vectors :


and its implementation in Python

Random Forest Classifier :

Ensemble Algorithm :


Getting started with Logistic Regression theory

Introduction

Logistic Regression
y = b0 + b1x1 + b2x2 + ... + e
p = 1 /…


An introduction to Decision Tree Classifier

Decision Tree consists of :

  1. Nodes : Test for the value of a certain attribute.
  2. Edges/ Branch : Correspond to the outcome of a test and connect to the next node or leaf.
  3. Leaf nodes : Terminal nodes that predict the outcome (represent class labels or class distribution).


A Brief Introduction

Simple Analogy for K-Nearest Neighbors (K-NN)

What is K-NN ?


Along with its implementation in Python

Ensemble Learning


A step by step Approach

Importing necessary Libraries

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

Loading our dataset into a Data Frame

data = pd.read_csv("boston.csv")
data.info()<class 'pandas.core.frame.DataFrame'>
RangeIndex: 506 entries, 0 to 505
Data columns…

Afroz Chakure

Programmer | Blogger | Linkedin : linkedin.com/in/afroz-chakure-489780168

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