Deep learning:You require to know about the three famous deep learning algorithms — CNNs (Convolutional Neural Networks), ANNs (Artificial Neural Networks), and RNNs (Recurrent Neural Networks). After you understand the idea behind these algorithms and comprehend how they work, you should execute them. To do this, you will require to work with packages like Tensorflow, Keras, and Pytorch. It would help if you spent some time understanding these frameworks of deep learning, especially Tensorflow, as it is the most widely utilized in the Artificial Intelligence industry.
Model development:After understanding the topics noted above, you will be capable of producing AI applications from scratch. Now, you require to be capable of deploying these apps and scaling them. To do this, you must know how to put standards in the production with famous cloud platforms — Amazon AWS, Google Cloud, and Microsoft Azure.