Rishal HurbansReinforcement learning with Q-learningLike other machine learning algorithms, a reinforcement learning model needs to be trained before it can be used. The training phase…3 min read·Dec 22, 2021----
Rishal HurbansIntuition of reinforcement learningReinforcement learning (RL) is an area of machine learning inspired by behavioral psychology. The concept of reinforcement learning is…1 min read·Dec 15, 2021----
Rishal HurbansIntroduction to purpose-specific neural networksArtificial neural networks (ANNs) are versatile and can be designed to address different problems. Specific architectural styles are useful…2 min read·Dec 8, 2021----
Rishal HurbansIntuition of data in artificial neural networksTo explore the workings of multi-node ANNs, consider an example dataset related to car collisions. Suppose that we have data from several…2 min read·Dec 2, 2021----
Rishal HurbansIntuition of neurons in artificial neural networksArtificial neural networks (ANNs) are powerful tools in the machine learning toolkit, used in a variety of ways to accomplish objectives…2 min read·Nov 24, 2021----
Rishal HurbansML and decision trees for beginnersSuppose that we have several vehicles that are cars and trucks. We measure the weight of each vehicle and the number of wheels of each…3 min read·Nov 17, 2021----
Rishal HurbansMachine learning flavoursMachine learning is useful only if you have the right data and have questions to ask that it might be able to answer. Machine learning…2 min read·Nov 9, 2021----
Rishal HurbansMachine learning intuitionMachine learning can seem like a daunting concept to learn and apply, but with the right framing and understanding of the process and…2 min read·Nov 2, 2021----
Rishal HurbansIntuition of particle swarm optimizationSwarm intelligence is an amazing phenomena in nature. We see it in flocks of birds, bees in a hive, bacterial growth, and more. The…3 min read·Oct 26, 2021----
Rishal HurbansLearning from antsLearning from ants: Ant colony optimization algorithms are versatile and useful for several real-world applications. These applications…2 min read·Oct 21, 2021----