In a previous post on Numerai, I have described very basic code to get into a world of machine learning competitions. This one will be a continuation, so if you haven’t read it I recommend to do it- here. In this post, we will add little more complexity to the whole process. We will split out 20% of training data … Read more
In this post, I want to share, how simple it is to start competing in machine learning tournaments – Numerai. I will go step by step, line by line explaining what is doing what and why it is required. Numerai is a global artificial intelligence competition to predict financial markets. Numerai is a little bit similar to Kaggle but with … Read more
What is Neural Network? Definition Artificial Neural network is a system of individual processing units (Neurons) connected usually in a structured manner. It is designed to mimic operation and model the way human brain solves problems. Each individual neural unit has a function which processes the values of all its inputs. The organization and weights of connections determine the output of the … Read more
Machine Learning Definition The Machine Learning subfield of science provides computers with the ability to learn without being explicitly programmed. The goal of Machine Learning is to develop learning algorithms that do the learning automatically without human intervention or assistance, just by being exposed to new data, this paradigm can be viewed as “programming by example”. The subarea of artificial … Read more
Machine learning is a subfield of science, that provides computers with the ability to learn without being explicitly programmed. The goal of machine learning is to develop learning algorithms, that do the learning automatically without human intervention or assistance, just by being exposed to new data. The machine learning paradigm can be viewed as “programming by example”. This subarea of … Read more
A precise Data Science definition is not easy to come up with, but as a rule of thumb, one could say, data science is a field that involves extracting insights and knowledge from data using various statistical and computational methods. Data science involves using methods from the fields of statistics, computer science, and mathematics. The amounts of data available in … Read more