Well, what would one say is a Product Recommendation System? Most of you have bought something online and there is a good chance that when you bought a product online, the online system would have recommended something else to you, which is similar to the item you just bought OR is very likely to be …
Author Archives: MLNeurons
Deepfakes
If one has read the newspaper ‘The Australian’, they must have read how a machine generated image was used as a synthetic warrior to wage cyber warfare. In other words, they used a deep fake. Lets understand a little bit on What is a Deepfake and how did it start? How does one make Deepfake? …
Machine Learning Challenges
Building out software systems presents a wide variety of challenges and machine learning is no different. The challenges can be broadly categorised into 5 different types viz. Quality of the data, Repeatability, Data Variance, Tooling, Conflicting vision Lets take each of these and talk about them Quality of the training data: This follows the classic …
Fraud detection using Machine Learing
Almost everyone must have received a phone call or a text message from their financial institution when they have attempted to perform a financial transaction out of the normal. Hopefully, most of the time there are no bad actors involved and the transaction has been attempted by you. So other than a minor annoyance and …
Machine Learning Basics
Machine learning models are just mathematical functions programmed to derive patterns from data. They can be clubbed into two main categories – supervised learning and unsupervised learning. Supervised learning is when one provides the algorithm/ model/ function with a set of input and output, and the model finds a way to produce the desired output …