Name: Learn Image Classification Using Machine Learning
Brand: Codebasics
Rating: 5.0 (1 reviews)

Learn Image Classification Using Machine Learning

Image Classification Using Machine Learning Tutorial: We are beginning an end-to-end machine learning/data science project for sports celebrity image classification.

358 learners

Last Updated: Feb 6, 2023 1:55 PM

English

Free Lifetime Access

Course Curriculum

8 Lectures | 00:00

Data Science & Machine Learning Project: Image Classification
8 Lectures

Introduction

Data Collection

Data Cleaning

Feature Engineering

Training a Model

Flask Server

Build Website

Deployment & Exercise

What you'll learn

How to build end to end machine learning or data science project
Use Opencv library for face and eyes detection
data cleaning using opencv face detection and feature engineering using wavelet transforms
Model building using SVM, logistic regression, random forest
Model fine tunning using gridsearchcv
Export model to a file and write python flask server around it that can server http requests generated by UI
Build ui using HTML,CSS,javascript and JQuery

Course Instructor/Creator

Dhaval Patel

Data Entrepreneur (12+ Years), YouTuber,
Ex - Bloomberg, NVIDIA

I have 17 years of experience in Programming and Data Science working for big tech companies like NVIDIA and Bloomberg. I also run a famous YouTube channel called Codebasics where I pursue my passion for teaching.