An Introduction to Image Recognition

An Introduction to Image Recognition

You can access the full course here: Convolutional Neural Networks for Image Classification Intro to Image Recognition Let’s get started by learning a bit about the topic itself. Image recognition is, at its heart, image classification so we will use these terms interchangeably throughout this course. We see images or real-world items and we classify … Read moreAn Introduction to Image Recognition

An Introduction to Machine Learning

An Introduction to Machine Learning

You can access the full course here: Machine Learning for Beginners with TensorFlow Intro to Machine Learning Now that we know what the course is all about, let’s learn a bit about the main topic: machine learning. What is machine learning? Machine learning is the study of statistics and algorithms aimed at performing a task … Read moreAn Introduction to Machine Learning

How to do Cluster Analysis with Python

You can access the full course here: Data Insights with Cluster Analysis Part 1 In this video we are going to discuss Cluster Analysis. We will discuss the following topics: Intro to Cluster Analysis – what is it, what are it’s different applications, the kinds of algorithms we can expect. K-means clustering Density-based Spatial Clustering … Read moreHow to do Cluster Analysis with Python

How to Classify Images using Machine Learning

You can access the full course here: Build Sarah – An Image Classification AI Transcript 1 Hello everybody, and thanks for joining me, my name is Mohit Deshpande, and in this course we’ll be building an image classification app. Given a set of images, we’re going to train an AI to learn what these images … Read moreHow to Classify Images using Machine Learning

A Comprehensive Guide to Optical Flow

You can access the full course here: Video and Optical Flow – Create a Smart Speed Camera Part 1 In this lesson, you will learn the basics of videos, and how function notation can be applied to find pixel intensities of videos. Videos are a sequence of images (called frames), which allows image processing to … Read moreA Comprehensive Guide to Optical Flow

How to Process Video Frames using OpenCV and Python

You can access the full course here: Create a Raspberry Pi Smart Security Camera Transcript Hello everybody, my name is Mohit Deshpande and in this video, we’re going to start building our app. Actually, before we really get into our app, we first have to discuss something really important. And that is, how do we … Read moreHow to Process Video Frames using OpenCV and Python

How to Use Machine Learning to Show Predictions in Augmented Reality – Part 3

Part 2 Recap This tutorial is part of a multi-part series. In Part 1, we loaded our data from a .csv file and used Linear Regression in order to predict the number of patients that the hospital is expected to receive in future years. In Part 2 we improved the UI and created a bar … Read moreHow to Use Machine Learning to Show Predictions in Augmented Reality – Part 3

A Comprehensive Guide to Neural Networks

You can access the latest Machine Learning courses here: Machine Learning Mini-Degree Transcript 1 Hello everybody. My name is Mohit Deshpande. And before we get into our main topic of neural networks, I first wanna talk a little bit about where they come from. In this video, I just wanna very briefly just go over … Read moreA Comprehensive Guide to Neural Networks

How to Use Machine Learning to Show Predictions in Augmented Reality – Part 2

Part 1 Recap This tutorial is part of a multi-part series: in Part 1, we loaded our data from a .csv file and used Linear Regression in order to predict the number of patients that the hospital is expected to receive in future years. Introduction In this second part, we will focus our work on … Read moreHow to Use Machine Learning to Show Predictions in Augmented Reality – Part 2