Machine learning is a good approach for small and medium datasets. But, when it comes to analyzing big data, this approach is unsuccessful. I learned machine learning techniques easily, but when performing deep learning projects, there are many challenges, especially for beginners.
This blog will guide you to get started with deep learning. Here are the topics we’ll cover:
- What is deep learning?
- Machine learning vs deep learning
- Important deep learning algorithms
- Deep learning applications
- Frameworks for deep learning
- Fields you need to know for deep learning
- Awesome resources
Let’s dive in!
What is Deep Learning?
Deep learning is a machine learning technique and is used to find hidden patterns in big data. It is based on the artificial neural network (ANN) algorithm, which is a machine learning technique. ANNs consist of one hidden layer, while deep neural networks consist of more than one hidden layer.