Improving the Performance of a Neural Network

Neural networks are machine learning algorithms that provide state of the accuracy on many use cases. But, a lot of times the accuracy of the network we are building might not be satisfactory or might not take us to the top positions on the leaderboard in data science competitions. Therefore, we are always looking for better ways to improve the performance of our models. There are many techniques available that could help us achieve that. Follow along to get to know them and to build your own accurate neural network.