Image Classification using Convolutional Neural Network and Transfer Learning

Computer Vision is a computer science field that focuses on replicating parts of the complexity of the human vision and enabling computers to identify and process objects in images and videos the same way that humans do. On a certain level Computer Vision is all about pattern recognition. One way to train a computer how to understand visual data is to feed it images, lots of it! …

How computers understands human language through Natural Language Processing

Natural Language Process helps computers understand human language

Natural Language refers to the way we, humans, communicate with each other, through speech and text. We don’t regularly think about the complications of our own languages. It’s a way we used to convey information and meaning with words and signs mindlessly. What comes naturally to us, humans, could be difficult for computers to comprehend with unstructured data, absence of context, or simply because we, humans, are continuously evolving on how we communicate using various words.

Natural Language Processing, NLP, is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language as we speak it. NLP…

Machine Learning Modeling Methods

What is Regression?

Regression is a predictive modelling, used to predict numeric value, that analyzes the relation between the target or dependent variable and independent variable in a dataset. In statistical modeling, regression analysis is a set of statistical processes for estimating the relationships between a dependent variable and one or more independent variables. The primary technique to solve the regression problems in machine learning using data modelling. It involves determining the best fit line, which is a line that passes through all the data points where the distance of the line from each data point is reduced.

There are…

(nope, I’m not trying to be cool…)

A s our world gone remote due to the pandemic, I realized more and more that we live in a perfect time for social distancing. We have a world where we can order food, get groceries, study, shop, or even buy a car without needing to speak to another person, nor leave the comfort of our own homes. We rely heavily on social media, chat rooms, and video calls to keep up with our friends and families. We can even create new relationships or get into fights with people without ever seeing their faces nor knowing their real names. …

L.A. Randrup

Data Scientist who is passionate about improving machine learning algorithms, creating a positive impact, and solving real-world problems.

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