Machine learning, deep learning, forecasting, classification, regression, and predictive systems.
Predict 3 year Forward Asset Prices & Direction and Portfolio Return & Risk using Historic Macro data & Central Bank Forecasts This algorithm was published earlier. Sharing it…
This article will discuss the basic theory and relevant code examples for different clustering algorithms. Code for different algorithms and data used are given in github. Note –…
This article will discuss the basic theory and relevant code examples for different classification algorithms. It will also show how to test and compare multiple classification algorithms at…
This article will discuss the basic theory and relevant code examples for different regression algorithms. It will also show how to test and compare multiple regression algorithms at…
Most data science problems can be solved by following a standard process Process Flow diagram with some details is given below. This is just one of the many…
Common NLP tasks (Sentiment, Keyword, Topic, Summary, etc) using main libraries (HuggingFace Transformers, Spacy, Pytorch, Tensorflow, Scikit, etc) Idea is to show how to perform different NLP (Natural…
Using Tensorflow and keras for building CNN model with CIFAR-10 dataset for image classification Built different CNN models using different techniques and layersAchieved an accuracy of more than…
OpenAI is a well known AI lab for creating the GPT-n series of deep learning pre-trained autoregressive language models similar to BERT/Roberta/XLNet. It has been known to generate…
Interesting article on automation in farming. Big area of interest across the world as labour, supply chain is getting disrupted due to various reasons. Also there is a…
Interesting article on data engineers vs data scientists from https://gradientflow.com/ is given below. One of the main issues for building ML/AI/DL models is availability of good, clean, relevant…
In this article I’d like to share the original paper related to the concept of #Transformers in #NLP for #AI #DeepLearning. It is fundamental to the creation of…
USDA (United States Department of Agriculture) has published a series of articles and documents on how it plans to use AI to create the next generation agriculture food…
