An Overview of Structural Similarity
You can access the full course here: Create a Raspberry Pi Smart Security Camera In this lesson we will discuss a different approach to image-similarity called structural similarity(SSIM). A Mean
Explore Free Python Tutorials
Learn Python! Explore how to use Python to code games and apps, work with machine learning, or analyze data via free Python tutorials.
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
Developing Games with Python and Pygame
You can access our newest Python course here: Learn Python Programming by Making a Game Transcript Part 1 Hello and welcome to the course. My name is Pablo Farias .
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
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
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
How to Use Machine Learning to Show Predictions in Augmented Reality – Part 1
Introduction In this tutorial series, you’ll learn how to develop a project that integrates Machine Learning algorithms for predictions and Augmented Reality for data visualization. For this project we will
Machine Learning Mini-Degree
Master Machine Learning with Python and Tensorflow. Craft Advanced Artificial Neural Networks and Build Your Cutting-Edge AI Portfolio. The Machine Learning Mini-Degree is an on-demand learning curriculum composed of 6 professional-grade courses
Python Mini-Degree
Go from Zero to Python Expert – Learn Computer Vision, Machine Learning, Deep Learning, TensorFlow, Game Development and Internet of Things (IoT) App Development. We live in a world that
The Complete Programming and Full-Stack Bundle – 20 Course Smart Curriculum
?? Go from beginner to full-stack developer! The Complete Programming and Full-Stack Bundle is the world’s most effective way to go from beginner to professional coder. Whether your goal is to advance your
An Introduction to AI
You can access the full course here: The Complete Artificial Neural Networks Developer Course Why do we even have artificial intelligence? Computers are really dumb machines! When we write code
Free E-book – Deep Learning with Python for Human Beings
We are excited to announce that we have just released a comprehensive new intermediate-level eBook on Machine Learning! Written by computer science researcher Mohit​ ​Deshpande, this eBook is guaranteed to
Free Ebook – Machine Learning For Human Beings
We are excited to announce the launch of our free ebook Machine Learning for Human Beings, authored by researcher in the field of computer vision and machine learning Mohit Deshpande, in collaboration
An Overview of Reinforcement Learning: Teaching Machines to Play Games
Think back to the time you first learned a skill: driving a car, playing an instrument, cooking a recipe. Let’s consider the example of playing chess. Initially, it might have
Supervised Learning – Using Decision Trees to Classify Data
One challenge of neural or deep architectures is that it is difficult to determine what exactly is going on in the machine learning algorithm that makes a classifier decide how
Advanced Recurrent Neural Networks
Recurrent Neural Networks (RNNs) are used in all of the state-of-the-art language modeling tasks such as machine translation, document detection, sentiment analysis, and information extraction. Previously, we’ve only discussed the
Understanding Advanced Convolutional Neural Networks
Convolutional Neural Networks (CNNs) are used in all of the state-of-the-art vision tasks such as image classification, object detection and localization, and segmentation. Previously, we’ve only discussed the LeNet-5 architecture,
Dimensionality Reduction
Dimensionality Reduction is a powerful technique that is widely used in data analytics and data science to help visualize data, select good features, and to train models efficiently. We use