#Using Convolutional Neural Network(CNN) — Keras
With the availability of massive amount of data and computation power, Deep Learning Algorithms are performing better and better.
Deep Learning Algorithms are able to achieve state-of-the-art performance in Computer Vision tasks outperforming human performance in many cases.
In this article, I will try to give you a broad understanding of solving any Image Classification problem. We will address a multi classification problem using Convolutional Neural Network(CNN) using Keras Framework with cups, plates and spoons dataset which I collected locally .
All the code will be shared on the Github repository.
Why CNN for…
She Code Africa Mentorship Program (October Recap)
The She Code Africa Mentorship program has always been what I look forward to, since I first heard about it from a Twitter user, who once talked about how the program made her coding journey easier. Being part of the chosen mentees for this cohort stands to be a major win for me, as I know I’m about to get on the right track to better hone my data science skill and I must say the journey so far has been worth it.
The mentorship program consists of different tracks. I’m on the…
Probability and Statistics for Data Science
Probability is one of the most important and complex field that plays an important role in the field of Data Science. Understanding the math is just as critical as understanding the programming.
Probability is the branch of mathematics that deals with the occurrence of a random event. The probability of an event is a number between 0 and 1., where 0 indicates impossibility of the event and 1 indicates certainty. Probability has been introduced in maths to predict how likely events are to happen.
1.0 What is Probability?
AKINTIBU TOSIN OPEYEMI
Data Science Enthusiast/Frontend Developer
