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When we hear the word data, a very familiar definition comes into our mind: Data is the collection of raw information. Anything which gives us some knowledge about a person, place, thing or event can
What 7,043 Customers are Trying to Tell
It's one of those clever tricks in the art of artificial intelligence that can see, and it's called max pooling. It's an important component of how computers learn to recognize things in photographs, ranging from detecting a cat in an image to more a...
Convolutional Neural Networks (CNNs) are at the heart of modern computer vision. They excel at tasks like image classification, object detection, and more, thanks to their ability to automatically extract features from images. In this blog, we'll bre...
In the late 1950s and early 1960s, two scientists, David Hubel and Torsten Wiesel, wanted to understand how the brain processes images. They conducted a groundbreaking experiment on cats. The cats were given anesthesia that kept their brains awake bu...
Convolutional Neural Networks (CNNs) are revolutionizing the way machines interpret visual data. Whether it's identifying faces, detecting objects, or segmenting images pixel-by-pixel, CNNs are the core technology powering these intelligent applicati...
The computer scientist Yann LeCun famously said that if intelligence was a cake, unsupervised learning would be the cake , supervised learning would be the icing and reinforcement learning would be the cherry on the cake. So, here we are dealing with...
When working on Machine Learning projects, we often need to adjust the data to make algorithms run faster and more efficiently. This adjustment involves methods like Normalization and Standardization. Normalization $$X normalized = X-Xmin/Xmax- Xmin$...
Sequential API Layers are added sequentially, one after the other. The Sequential API does not support creating complex, branched models. It is designed specifically for models with a single input and a single output. You just need to add layers sequ...
