In this blog post, we will be talking about how to use the algorithm of Nearest Neighbours in Scikit Learn, a python library for training machine learning models. Nearest Neighbours is very simple and easy to use algorithm. In this particular post, we will not be dealing with any dataset, we will simply use a …
An Introduction to the Nearest Neighbours Algorithm in Scikit-Learn Read More »
Rectified Linear Unit, also known as ReLU overcame some of the serious disadvantages of the earlier used activation functions such as Sigmoid and Hyperbolic Tangent activation functions. These include the exploding gradients and vanishing gradients problem. ReLU overcame these problems and it was fast and simple to calculate. However, despite all this it was far …
Leaky ReLU as an Activation Function in Neural Networks Read More »
Linear Regression is one of the most basic algorithms for building Machine Learning models. It is of great importance in statistics too. It can be used to build linear regression models. There are many algorithms to train a linear regression model such as using the normal equation, gradient descent, stochastic gradient descent and batch gradient …
One question that frequently comes in the mind of people getting started in the field of Machine Learning is “What matters more- data or the choice of algorithm?”. More specifically what is the effect of having more training data on different algorithms?, how does the accuracy of various algorithms change when provided with more data. …
Importance of Data vs Algorithm in Machine Learning Read More »
Often I have been asked questions about the importance of Feature Engineering in Machine Learning so I decided to write a post about it. Every beginner in the field of Machine Learning has questions about feature engineering and its importance. Questions like “I mean wouldn’t it work better if I put all the data in …
Importance of Feature Engineering in Machine Learning Read More »
Machine Learning and Artificial Intelligence are on the check list of every aspiring software developer. But a question that everyone has one their mind is, “What programming language should I use for learning Artificial Intelligence and Machine Learning”. In this post we will discuss about the top 5 languages you can use for learning Artificial …
Top 5 languages for Artificial Intelligence and Machine Learning Read More »