Web Class: Introduction to Cluster Analysis with Python

Transcript Part 1 Hello, world, and thanks for joining me. My name is Mohit Deshpande. In this course, we’ll be learning about clustering analysis. In particular, we’re gonna use it in the context of data science, and we’re gonna analyze some data and see if we can segment out different kinds of customers so that … Read moreWeb Class: Introduction to Cluster Analysis with Python

Web Class: Probability Foundations for Data Science

Transcript Part 1 Hello world and thanks for joining me. My name is Mohit Deshpande. In this course, we’ll be learning all about probability theory and building a naive Bayes classifier that will be able to predict if our flight will land late or not. We’re gonna be learning all about probability in this course. … Read moreWeb Class: Probability Foundations for Data Science

Web Class: Hypothesis Testing for Data Science

Transcript Part 1 Hello world, and thanks for joining me. My name is Mohit Deshpande, and in this course, we’re gonna learn all about hypothesis testing. We’re gonna be building our own framework for doing this hypothesis testing. That way, you’ll be able to use it on your own data in your own samples, and … Read moreWeb Class: Hypothesis Testing for Data Science

Web Class: Build a Spam Detector using Text Classification

  Transcript Part 1 Hello everybody my name is Mohit Deshpande, and in this course we’ll be building an AI that would be able to determine if an input email is spam or not. And so you can see in some of the scores that we’re gonna be achieving as we build this AI, 99, … Read moreWeb Class: Build a Spam Detector using Text Classification

Web Class: Data Visualization with Python – Learn to plot histograms and bar charts

Transcript Part 1 Hello, everybody. My name is Mohit Deshpande and thanks for joining me. And in this course we’re gonna be learning a lot about data visualization. And so what we’re gonna be looking at is, we’ll be able to build something like this, in fact we’ll be building this exact visualization. And you … Read moreWeb Class: Data Visualization with Python – Learn to plot histograms and bar charts

Web Class: An Introduction to Image Classification using Machine Learning

Transcript Part 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 are, and then we can actually assign them labels. So, you see … Read moreWeb Class: An Introduction to Image Classification using Machine Learning

Web Class: Introduction to Optical Flow

Transcript Part 1 Hello everybody, my name is Mohit Deshpande, and in this course we’ll be building an app that can track objects through video and actually determine what their speed is based on certain properties of our camera. So we’ll be able to build this. And I’ve shown this visualization here. You can see … Read moreWeb Class: Introduction to Optical Flow

Web Class: An Overview of Face Detection and Recognition Algorithms

Transcript Part 1 Hello everybody, my name is Mohit Deshpande. In this video, I want to introduce you guys to this notion of face detection. And I just want to give you an overview of the two different topics that we’ll be covering in the next few videos. Probably a good place to start would … Read moreWeb Class: An Overview of Face Detection and Recognition Algorithms

Web Class: Thresholding and Contour Detection using OpenCV and Python

Transcript Part 1 Hello everybody. My name is Mohit Deshpande. And in this video, I want to kinda introduce you guys to the concept of image segmentation. So to motivate this discussion, here is an image of a wallet on a table. And so as humans, we can easily differentiate between the wallet and the … Read moreWeb Class: Thresholding and Contour Detection using OpenCV and Python

Web Class: Comparing Images – An Overview of Structural Similarity

Transcript Hello everybody. My name is Mohit Deshpande, and in this video I want to discuss a different approach to emit similarity called structural similarity. And so a mean squared error is a really good measure of error difference, but the issue with mean squared error is that it looks at each pixel individually and … Read moreWeb Class: Comparing Images – An Overview of Structural Similarity

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