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technojules/Julia
technojules/Julia

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Jan 3

How Can Machine Learning Aid the Hearing Impaired?

Introduction According to the World Health Organization, about 5% of the world’s population (a whopping 430 million!) are hearing impaired and/or have hearing loss. Being a very large number, there are possible solutions to aid the hearing-impaired community. …

Machine Learning

4 min read

Machine Learning

4 min read


Dec 9, 2022

How Do Those AI Face Generator things work?

Just by browsing the internet, you may have heard or seen of fascinating apps and websites that can generate a seemingly random face of a person within a span of seconds. You may even have tried some out to see what types of faces can be generated. How do they…

Deep Learning

3 min read

Deep Learning

3 min read


Nov 6, 2022

Deep Learning in Binary Classification Examples

A fascinating look into a few important applications of binary classification. Binary classification for deep learning can come in many shapes and forms, such as having a model distinguish between cats and dogs, mean and nice Twitter tweets, positive and bad reviews, and even more. …

Binary Classification

3 min read

Binary Classification

3 min read


Oct 4, 2022

Deep Learning Classification: Its Versatility

Classification seemingly has just endless applications. Introduction When first starting with machine learning, one may encounter the classic cat-dog binary classification model that can classify between cat and dog picture. Though it may seem simple, classification can be used in almost any scenario. Image Classification Image classification is the task of having a…

Classification

3 min read

Classification

3 min read


Sep 1, 2022

Difference Between Machine Learning Tasks: Classification, Regression, Clustering

A description of each type of task and what these terms actually mean. As you’re studying machine learning, you’ve probably came across these vocabulary words one way or another (especially classification, a popular problem type introduced in the beginning stages of ML curriculum). Later on, these other terms may have…

Machine Learning

3 min read

Difference Between Machine Learning Tasks: Classification, Regression, Clustering
Difference Between Machine Learning Tasks: Classification, Regression, Clustering
Machine Learning

3 min read


Aug 4, 2022

What are Light Fields and How Are They Related to Machine Learning?

They’re kind of like images, but kind of not. What are light fields, exactly? Light fields describe the amount of light flowing in every direction through every point in 3D space. In other words, this can be interpreted as many cameras taking photos of the same scene at different perspective views. Thus, light fields are…

Light Field

3 min read

What are Light Fields and How Are They Related to Machine Learning?
What are Light Fields and How Are They Related to Machine Learning?
Light Field

3 min read


Jul 14, 2022

How Machine Learning Can Aid the Visually Impaired

Introduction Maureen, a retired worker, carefully walked towards her mahogany front door. She felt eager for a morning walk in the sunshine. However, right after she opened the door, she felt one foot run over a shoe. …

Convolutional Network

3 min read

Convolutional Network

3 min read


Jul 7, 2022

What is Knowledge Distillation?

A fascinating yet effective strategy for machine learning models to learn- better. Knowledge distillation. In the popular machine learning world, this topic isn’t extremely well-known, for example not as well known as CNNs, or image classification, etc. But it is a critical method that can help, for example, CNNs, classify…

Knowledge Distillation

3 min read

Knowledge Distillation

3 min read


Jul 6, 2022

How To Code And Deploy Websites Easily

As an avid web dev, I have worked with many tools — but there’s one I recommend the most for anyone looking for an easy way to code+deploy. There are so many tools, languages, IDEs, etc. you can use to build a website. But the easiest I have found so…

Replit

2 min read

Replit

2 min read


Jun 1, 2022

How Neural Networks are More Powerful than We Think

A written transcript of a TED talk I completed. What does music, X-rays, language translation, and eye cancer have in common? Well, they all relate to human senses. Our hearing, breathing, speaking, and seeing. And that is correct. But what’s something else they have in common?

Machine Learning

9 min read

How Neural Networks are More Powerful than We Think
How Neural Networks are More Powerful than We Think
Machine Learning

9 min read

technojules/Julia

technojules/Julia

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